diff --git a/.gitignore b/.gitignore
index 4dce0c4..791b37a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,4 +3,29 @@ __pycache__
 .idea
 data
 runs
+output
 
+.vscode
+
+# Mac
+.DS_Store
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
\ No newline at end of file
diff --git a/README.md b/README.md
index 0a62fed..75ea194 100644
--- a/README.md
+++ b/README.md
@@ -55,6 +55,12 @@ In order to test on the Maestro dataset's test split instead of the MAPS databas
 python evaluate.py runs/model/model-100000.pt Maestro test
 ```
 
+You can download a pretrained model [here](https://drive.google.com/file/d/1Mj2Em07Lvl3mvDQCCxOYHjPiB-S0WGT1/view?usp=sharing) and run `transcribe.py` to transcribe piano audio files:
+
+```bash
+python transcribe.py model-500000.pt <path to audio files> --save-path output/
+```
+
 ## Implementation Details
 
 This implementation contains a few of the additional improvements on the model that were reported in the Maestro paper, including:
@@ -71,5 +77,3 @@ Meanwhile, this implementation does not include the following features:
 * Harmonically decaying weights on the frame loss
 
 Despite these, this implementation is able to achieve a comparable performance to what is reported on the Maestro paper as the performance without data augmentation.
-
-
diff --git a/onsets_and_frames/midi.py b/onsets_and_frames/midi.py
index 3c397b1..5601e48 100644
--- a/onsets_and_frames/midi.py
+++ b/onsets_and_frames/midi.py
@@ -2,9 +2,10 @@
 import sys
 
 import mido
+import pretty_midi
 import numpy as np
+import collections
 from joblib import Parallel, delayed
-from mido import Message, MidiFile, MidiTrack
 from mir_eval.util import hz_to_midi
 from tqdm import tqdm
 
@@ -60,28 +61,32 @@ def save_midi(path, pitches, intervals, velocities):
     intervals: list of (onset_index, offset_index)
     velocities: list of velocity values
     """
-    file = MidiFile()
-    track = MidiTrack()
-    file.tracks.append(track)
-    ticks_per_second = file.ticks_per_beat * 2.0
+    file = pretty_midi.PrettyMIDI()
+    piano_program = pretty_midi.instrument_name_to_program('Acoustic Grand Piano')
+    piano = pretty_midi.Instrument(program=piano_program)
 
-    events = []
+    # Remove overlapping intervals (end time should be smaller of equal start time of next note on the same pitch)
+    intervals_dict = collections.defaultdict(list)
     for i in range(len(pitches)):
-        events.append(dict(type='on', pitch=pitches[i], time=intervals[i][0], velocity=velocities[i]))
-        events.append(dict(type='off', pitch=pitches[i], time=intervals[i][1], velocity=velocities[i]))
-    events.sort(key=lambda row: row['time'])
-
-    last_tick = 0
-    for event in events:
-        current_tick = int(event['time'] * ticks_per_second)
-        velocity = int(event['velocity'] * 127)
-        if velocity > 127:
-            velocity = 127
-        pitch = int(round(hz_to_midi(event['pitch'])))
-        track.append(Message('note_' + event['type'], note=pitch, velocity=velocity, time=current_tick - last_tick))
-        last_tick = current_tick
-
-    file.save(path)
+        pitch = int(round(hz_to_midi(pitches[i])))
+        intervals_dict[pitch].append((intervals[i], i))
+    for pitch in intervals_dict:
+        interval_list = intervals_dict[pitch]
+        interval_list.sort(key=lambda x: x[0][0])
+        for i in range(len(interval_list) - 1):
+            # assert interval_list[i][1] <= interval_list[i+1][0], f'End time should be smaller of equal start time of next note on the same pitch. It was {interval_list[i][1]}, {interval_list[i+1][0]} for pitch {key}'
+            interval_list[i][0][1] = min(interval_list[i][0][1], interval_list[i+1][0][0])
+
+    for pitch in intervals_dict:
+        interval_list = intervals_dict[pitch]
+        for interval,i in interval_list:
+            pitch = int(round(hz_to_midi(pitches[i])))
+            velocity = int(127*min(velocities[i], 1))
+            note = pretty_midi.Note(velocity=velocity, pitch=pitch, start=interval[0], end=interval[1])
+            piano.notes.append(note)
+
+    file.instruments.append(piano)
+    file.write(path)
 
 
 if __name__ == '__main__':
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..8554b20
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1087 @@
+[[package]]
+category = "main"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+name = "absl-py"
+optional = false
+python-versions = "*"
+version = "0.10.0"
+
+[package.dependencies]
+six = "*"
+
+[[package]]
+category = "main"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+name = "appdirs"
+optional = false
+python-versions = "*"
+version = "1.4.4"
+
+[[package]]
+category = "main"
+description = "multi-library, cross-platform audio decoding"
+name = "audioread"
+optional = false
+python-versions = "*"
+version = "2.1.8"
+
+[[package]]
+category = "main"
+description = "Extensible memoizing collections and decorators"
+name = "cachetools"
+optional = false
+python-versions = "~=3.5"
+version = "4.1.1"
+
+[[package]]
+category = "main"
+description = "Python package for providing Mozilla's CA Bundle."
+name = "certifi"
+optional = false
+python-versions = "*"
+version = "2020.6.20"
+
+[[package]]
+category = "main"
+description = "Foreign Function Interface for Python calling C code."
+name = "cffi"
+optional = false
+python-versions = "*"
+version = "1.14.2"
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+category = "main"
+description = "Universal encoding detector for Python 2 and 3"
+name = "chardet"
+optional = false
+python-versions = "*"
+version = "3.0.4"
+
+[[package]]
+category = "main"
+description = "Decorators for Humans"
+name = "decorator"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*"
+version = "4.4.2"
+
+[[package]]
+category = "main"
+description = "Pythonic argument parser, that will make you smile"
+name = "docopt"
+optional = false
+python-versions = "*"
+version = "0.6.2"
+
+[[package]]
+category = "main"
+description = "Clean single-source support for Python 3 and 2"
+name = "future"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+version = "0.18.2"
+
+[[package]]
+category = "main"
+description = "Google Authentication Library"
+name = "google-auth"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+version = "1.21.1"
+
+[package.dependencies]
+cachetools = ">=2.0.0,<5.0"
+pyasn1-modules = ">=0.2.1"
+setuptools = ">=40.3.0"
+six = ">=1.9.0"
+
+[package.dependencies.rsa]
+python = ">=3.5"
+version = ">=3.1.4,<5"
+
+[[package]]
+category = "main"
+description = "Google Authentication Library"
+name = "google-auth-oauthlib"
+optional = false
+python-versions = "*"
+version = "0.4.1"
+
+[package.dependencies]
+google-auth = "*"
+requests-oauthlib = ">=0.7.0"
+
+[package.extras]
+tool = ["click"]
+
+[[package]]
+category = "main"
+description = "HTTP/2-based RPC framework"
+name = "grpcio"
+optional = false
+python-versions = "*"
+version = "1.32.0"
+
+[package.dependencies]
+six = ">=1.5.2"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.32.0)"]
+
+[[package]]
+category = "main"
+description = "Internationalized Domain Names in Applications (IDNA)"
+name = "idna"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "2.10"
+
+[[package]]
+category = "main"
+description = "Read metadata from Python packages"
+marker = "python_version < \"3.8\""
+name = "importlib-metadata"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+version = "1.7.0"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "rst.linker"]
+testing = ["packaging", "pep517", "importlib-resources (>=1.3)"]
+
+[[package]]
+category = "main"
+description = "Lightweight pipelining: using Python functions as pipeline jobs."
+name = "joblib"
+optional = false
+python-versions = ">=3.6"
+version = "0.16.0"
+
+[[package]]
+category = "main"
+description = "Python library for serializing any arbitrary object graph into JSON"
+name = "jsonpickle"
+optional = false
+python-versions = "*"
+version = "0.9.6"
+
+[[package]]
+category = "main"
+description = "Python module for audio and music processing"
+name = "librosa"
+optional = false
+python-versions = ">=3.6"
+version = "0.8.0"
+
+[package.dependencies]
+audioread = ">=2.0.0"
+decorator = ">=3.0.0"
+joblib = ">=0.14"
+numba = ">=0.43.0"
+numpy = ">=1.15.0"
+pooch = ">=1.0"
+resampy = ">=0.2.2"
+scikit-learn = ">=0.14.0,<0.19.0 || >0.19.0"
+scipy = ">=1.0.0"
+soundfile = ">=0.9.0"
+
+[package.extras]
+display = ["matplotlib (>=1.5)"]
+docs = ["numpydoc", "sphinx (!=1.3.1)", "sphinx_rtd_theme (>=0.5.0,<0.6.0)", "numba (<0.50)", "matplotlib (>=2.0.0,<3.3)", "sphinx-multiversion (0.2.3)", "sphinx-gallery (>=0.7)", "sphinxcontrib-svg2pdfconverter", "presets"]
+tests = ["matplotlib (>=2.1)", "pytest-mpl", "pytest-cov", "pytest", "contextlib2", "samplerate"]
+
+[[package]]
+category = "main"
+description = "lightweight wrapper around basic LLVM functionality"
+name = "llvmlite"
+optional = false
+python-versions = ">=3.6"
+version = "0.34.0"
+
+[[package]]
+category = "main"
+description = "Python implementation of Markdown."
+name = "markdown"
+optional = false
+python-versions = ">=3.5"
+version = "3.2.2"
+
+[package.dependencies]
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = "*"
+
+[package.extras]
+testing = ["coverage", "pyyaml"]
+
+[[package]]
+category = "main"
+description = "MIDI Objects for Python"
+name = "mido"
+optional = false
+python-versions = "*"
+version = "1.2.9"
+
+[package.extras]
+dev = ["check-manifest (>=0.35)", "flake8 (>=3.4.1)", "pytest (>=3.2.2)", "sphinx (>=1.6.3)", "tox (>=2.8.2)"]
+ports = ["python-rtmidi (>=1.1.0)"]
+
+[[package]]
+category = "main"
+description = "Common metrics for common audio/music processing tasks."
+name = "mir-eval"
+optional = false
+python-versions = "*"
+version = "0.6"
+
+[package.dependencies]
+future = "*"
+numpy = ">=1.7.0"
+scipy = ">=1.0.0"
+six = "*"
+
+[package.extras]
+display = ["matplotlib (>=1.5.0)", "scipy (>=1.0.0)"]
+testing = ["matplotlib (>=2.1.0,<3)"]
+
+[package.source]
+reference = "ffb77ba720d4d0cea030fc6e3d034913510e21d6"
+type = "git"
+url = "https://github.com/craffel/mir_eval.git"
+
+[[package]]
+category = "main"
+description = "A dot-accessible dictionary (a la JavaScript objects)"
+name = "munch"
+optional = false
+python-versions = "*"
+version = "2.5.0"
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+testing = ["pytest", "coverage", "astroid (>=1.5.3,<1.6.0)", "pylint (>=1.7.2,<1.8.0)", "astroid (>=2.0)", "pylint (>=2.3.1,<2.4.0)"]
+yaml = ["PyYAML (>=5.1.0)"]
+
+[[package]]
+category = "main"
+description = "compiling Python code using LLVM"
+name = "numba"
+optional = false
+python-versions = ">=3.6"
+version = "0.51.2"
+
+[package.dependencies]
+llvmlite = ">=0.34.0.dev0,<0.35"
+numpy = ">=1.15"
+setuptools = "*"
+
+[[package]]
+category = "main"
+description = "NumPy is the fundamental package for array computing with Python."
+name = "numpy"
+optional = false
+python-versions = ">=3.6"
+version = "1.19.1"
+
+[[package]]
+category = "main"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+name = "oauthlib"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "3.1.0"
+
+[package.extras]
+rsa = ["cryptography"]
+signals = ["blinker"]
+signedtoken = ["cryptography", "pyjwt (>=1.0.0)"]
+
+[[package]]
+category = "main"
+description = "Core utilities for Python packages"
+name = "packaging"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "20.4"
+
+[package.dependencies]
+pyparsing = ">=2.0.2"
+six = "*"
+
+[[package]]
+category = "main"
+description = "Python Imaging Library (Fork)"
+name = "pillow"
+optional = false
+python-versions = ">=3.5"
+version = "7.2.0"
+
+[[package]]
+category = "main"
+description = "Pooch manages your Python library's sample data files: it automatically downloads and stores them in a local directory, with support for versioning and corruption checks."
+name = "pooch"
+optional = false
+python-versions = ">=3.5"
+version = "1.2.0"
+
+[package.dependencies]
+appdirs = "*"
+packaging = "*"
+requests = "*"
+
+[[package]]
+category = "main"
+description = "Functions and classes for handling MIDI data conveniently."
+name = "pretty-midi"
+optional = false
+python-versions = "*"
+version = "0.2.9"
+
+[package.dependencies]
+mido = ">=1.1.16"
+numpy = ">=1.7.0"
+six = "*"
+
+[[package]]
+category = "main"
+description = "Protocol Buffers"
+name = "protobuf"
+optional = false
+python-versions = "*"
+version = "3.13.0"
+
+[package.dependencies]
+setuptools = "*"
+six = ">=1.9"
+
+[[package]]
+category = "main"
+description = "Get CPU info with pure Python 2 & 3"
+name = "py-cpuinfo"
+optional = false
+python-versions = "*"
+version = "7.0.0"
+
+[[package]]
+category = "main"
+description = "ASN.1 types and codecs"
+name = "pyasn1"
+optional = false
+python-versions = "*"
+version = "0.4.8"
+
+[[package]]
+category = "main"
+description = "A collection of ASN.1-based protocols modules."
+name = "pyasn1-modules"
+optional = false
+python-versions = "*"
+version = "0.2.8"
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.5.0"
+
+[[package]]
+category = "main"
+description = "C parser in Python"
+name = "pycparser"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "2.20"
+
+[[package]]
+category = "main"
+description = "Python parsing module"
+name = "pyparsing"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+version = "2.4.7"
+
+[[package]]
+category = "main"
+description = "Python HTTP for Humans."
+name = "requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "2.24.0"
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+chardet = ">=3.0.2,<4"
+idna = ">=2.5,<3"
+urllib3 = ">=1.21.1,<1.25.0 || >1.25.0,<1.25.1 || >1.25.1,<1.26"
+
+[package.extras]
+security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
+socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]
+
+[[package]]
+category = "main"
+description = "OAuthlib authentication support for Requests."
+name = "requests-oauthlib"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "1.3.0"
+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib (>=3.0.0)"]
+
+[[package]]
+category = "main"
+description = "Efficient signal resampling"
+name = "resampy"
+optional = false
+python-versions = "*"
+version = "0.2.2"
+
+[package.dependencies]
+numba = ">=0.32"
+numpy = ">=1.10"
+scipy = ">=0.13"
+six = ">=1.3"
+
+[package.extras]
+docs = ["sphinx (!=1.3.1)", "numpydoc"]
+tests = ["pytest (<4)", "pytest-cov"]
+
+[[package]]
+category = "main"
+description = "Pure-Python RSA implementation"
+marker = "python_version >= \"3.5\""
+name = "rsa"
+optional = false
+python-versions = ">=3.5, <4"
+version = "4.6"
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
+[[package]]
+category = "main"
+description = "Facilitates automated and reproducible experimental research"
+name = "sacred"
+optional = false
+python-versions = "*"
+version = "0.7.4"
+
+[package.dependencies]
+docopt = ">=0.3,<1.0"
+jsonpickle = ">=0.7.2,<1.0"
+munch = ">=2.0.2,<3.0"
+py-cpuinfo = ">=4.0"
+wrapt = ">=1.0,<2.0"
+
+[[package]]
+category = "main"
+description = "A set of python modules for machine learning and data mining"
+name = "scikit-learn"
+optional = false
+python-versions = ">=3.6"
+version = "0.23.2"
+
+[package.dependencies]
+joblib = ">=0.11"
+numpy = ">=1.13.3"
+scipy = ">=0.19.1"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+alldeps = ["numpy (>=1.13.3)", "scipy (>=0.19.1)"]
+
+[[package]]
+category = "main"
+description = "SciPy: Scientific Library for Python"
+name = "scipy"
+optional = false
+python-versions = ">=3.6"
+version = "1.5.2"
+
+[package.dependencies]
+numpy = ">=1.14.5"
+
+[[package]]
+category = "main"
+description = "Python 2 and 3 compatibility utilities"
+name = "six"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+version = "1.15.0"
+
+[[package]]
+category = "main"
+description = "An audio library based on libsndfile, CFFI and NumPy"
+name = "soundfile"
+optional = false
+python-versions = "*"
+version = "0.10.3.post1"
+
+[package.dependencies]
+cffi = ">=1.0"
+
+[package.extras]
+numpy = ["numpy"]
+
+[[package]]
+category = "main"
+description = "TensorBoard lets you watch Tensors Flow"
+name = "tensorboard"
+optional = false
+python-versions = ">= 2.7, != 3.0.*, != 3.1.*"
+version = "2.3.0"
+
+[package.dependencies]
+absl-py = ">=0.4"
+google-auth = ">=1.6.3,<2"
+google-auth-oauthlib = ">=0.4.1,<0.5"
+grpcio = ">=1.24.3"
+markdown = ">=2.6.8"
+numpy = ">=1.12.0"
+protobuf = ">=3.6.0"
+requests = ">=2.21.0,<3"
+setuptools = ">=41.0.0"
+six = ">=1.10.0"
+tensorboard-plugin-wit = ">=1.6.0"
+werkzeug = ">=0.11.15"
+
+[package.dependencies.wheel]
+python = ">=3"
+version = ">=0.26"
+
+[[package]]
+category = "main"
+description = "What-If Tool TensorBoard plugin."
+name = "tensorboard-plugin-wit"
+optional = false
+python-versions = "*"
+version = "1.7.0"
+
+[[package]]
+category = "main"
+description = "threadpoolctl"
+name = "threadpoolctl"
+optional = false
+python-versions = ">=3.5"
+version = "2.1.0"
+
+[[package]]
+category = "main"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+name = "torch"
+optional = false
+python-versions = "*"
+version = "1.2.0"
+
+[package.dependencies]
+future = "*"
+numpy = "*"
+
+[[package]]
+category = "main"
+description = "Fast, Extensible Progress Meter"
+name = "tqdm"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*"
+version = "4.48.2"
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "argopt", "pydoc-markdown"]
+
+[[package]]
+category = "main"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+name = "urllib3"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+version = "1.25.10"
+
+[package.extras]
+brotli = ["brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)", "ipaddress"]
+socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7,<2.0)"]
+
+[[package]]
+category = "main"
+description = "The comprehensive WSGI web application library."
+name = "werkzeug"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "1.0.1"
+
+[package.extras]
+dev = ["pytest", "pytest-timeout", "coverage", "tox", "sphinx", "pallets-sphinx-themes", "sphinx-issues"]
+watchdog = ["watchdog"]
+
+[[package]]
+category = "main"
+description = "A built-package format for Python"
+marker = "python_version >= \"3\""
+name = "wheel"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+version = "0.35.1"
+
+[package.extras]
+test = ["pytest (>=3.0.0)", "pytest-cov"]
+
+[[package]]
+category = "main"
+description = "Module for decorators, wrappers and monkey patching."
+name = "wrapt"
+optional = false
+python-versions = "*"
+version = "1.12.1"
+
+[[package]]
+category = "main"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+marker = "python_version < \"3.8\""
+name = "zipp"
+optional = false
+python-versions = ">=3.6"
+version = "3.1.0"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
+testing = ["jaraco.itertools", "func-timeout"]
+
+[metadata]
+content-hash = "39926b9bdf9b672eae56f51339b0fd932e6848fd7c1886a826fbc14e90d0e961"
+python-versions = "^3.7"
+
+[metadata.files]
+absl-py = [
+    {file = "absl-py-0.10.0.tar.gz", hash = "sha256:b20f504a7871a580be5268a18fbad48af4203df5d33dbc9272426cb806245a45"},
+    {file = "absl_py-0.10.0-py3-none-any.whl", hash = "sha256:ea07d7d437798bffc14f39fccec3909d251a1e76e233205ded72b71c267e0178"},
+]
+appdirs = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
+audioread = [
+    {file = "audioread-2.1.8.tar.gz", hash = "sha256:073904fabc842881e07bd3e4a5776623535562f70b1655b635d22886168dd168"},
+]
+cachetools = [
+    {file = "cachetools-4.1.1-py3-none-any.whl", hash = "sha256:513d4ff98dd27f85743a8dc0e92f55ddb1b49e060c2d5961512855cda2c01a98"},
+    {file = "cachetools-4.1.1.tar.gz", hash = "sha256:bbaa39c3dede00175df2dc2b03d0cf18dd2d32a7de7beb68072d13043c9edb20"},
+]
+certifi = [
+    {file = "certifi-2020.6.20-py2.py3-none-any.whl", hash = "sha256:8fc0819f1f30ba15bdb34cceffb9ef04d99f420f68eb75d901e9560b8749fc41"},
+    {file = "certifi-2020.6.20.tar.gz", hash = "sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3"},
+]
+cffi = [
+    {file = "cffi-1.14.2-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:da9d3c506f43e220336433dffe643fbfa40096d408cb9b7f2477892f369d5f82"},
+    {file = "cffi-1.14.2-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:23e44937d7695c27c66a54d793dd4b45889a81b35c0751ba91040fe825ec59c4"},
+    {file = "cffi-1.14.2-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:0da50dcbccd7cb7e6c741ab7912b2eff48e85af217d72b57f80ebc616257125e"},
+    {file = "cffi-1.14.2-cp27-cp27m-win32.whl", hash = "sha256:76ada88d62eb24de7051c5157a1a78fd853cca9b91c0713c2e973e4196271d0c"},
+    {file = "cffi-1.14.2-cp27-cp27m-win_amd64.whl", hash = "sha256:15a5f59a4808f82d8ec7364cbace851df591c2d43bc76bcbe5c4543a7ddd1bf1"},
+    {file = "cffi-1.14.2-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:e4082d832e36e7f9b2278bc774886ca8207346b99f278e54c9de4834f17232f7"},
+    {file = "cffi-1.14.2-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:57214fa5430399dffd54f4be37b56fe22cedb2b98862550d43cc085fb698dc2c"},
+    {file = "cffi-1.14.2-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:6843db0343e12e3f52cc58430ad559d850a53684f5b352540ca3f1bc56df0731"},
+    {file = "cffi-1.14.2-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:577791f948d34d569acb2d1add5831731c59d5a0c50a6d9f629ae1cefd9ca4a0"},
+    {file = "cffi-1.14.2-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:8662aabfeab00cea149a3d1c2999b0731e70c6b5bac596d95d13f643e76d3d4e"},
+    {file = "cffi-1.14.2-cp35-cp35m-win32.whl", hash = "sha256:837398c2ec00228679513802e3744d1e8e3cb1204aa6ad408b6aff081e99a487"},
+    {file = "cffi-1.14.2-cp35-cp35m-win_amd64.whl", hash = "sha256:bf44a9a0141a082e89c90e8d785b212a872db793a0080c20f6ae6e2a0ebf82ad"},
+    {file = "cffi-1.14.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:29c4688ace466a365b85a51dcc5e3c853c1d283f293dfcc12f7a77e498f160d2"},
+    {file = "cffi-1.14.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:99cc66b33c418cd579c0f03b77b94263c305c389cb0c6972dac420f24b3bf123"},
+    {file = "cffi-1.14.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:65867d63f0fd1b500fa343d7798fa64e9e681b594e0a07dc934c13e76ee28fb1"},
+    {file = "cffi-1.14.2-cp36-cp36m-win32.whl", hash = "sha256:f5033952def24172e60493b68717792e3aebb387a8d186c43c020d9363ee7281"},
+    {file = "cffi-1.14.2-cp36-cp36m-win_amd64.whl", hash = "sha256:7057613efefd36cacabbdbcef010e0a9c20a88fc07eb3e616019ea1692fa5df4"},
+    {file = "cffi-1.14.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6539314d84c4d36f28d73adc1b45e9f4ee2a89cdc7e5d2b0a6dbacba31906798"},
+    {file = "cffi-1.14.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:672b539db20fef6b03d6f7a14b5825d57c98e4026401fce838849f8de73fe4d4"},
+    {file = "cffi-1.14.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:95e9094162fa712f18b4f60896e34b621df99147c2cee216cfa8f022294e8e9f"},
+    {file = "cffi-1.14.2-cp37-cp37m-win32.whl", hash = "sha256:b9aa9d8818c2e917fa2c105ad538e222a5bce59777133840b93134022a7ce650"},
+    {file = "cffi-1.14.2-cp37-cp37m-win_amd64.whl", hash = "sha256:e4b9b7af398c32e408c00eb4e0d33ced2f9121fd9fb978e6c1b57edd014a7d15"},
+    {file = "cffi-1.14.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e613514a82539fc48291d01933951a13ae93b6b444a88782480be32245ed4afa"},
+    {file = "cffi-1.14.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:9b219511d8b64d3fa14261963933be34028ea0e57455baf6781fe399c2c3206c"},
+    {file = "cffi-1.14.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:c0b48b98d79cf795b0916c57bebbc6d16bb43b9fc9b8c9f57f4cf05881904c75"},
+    {file = "cffi-1.14.2-cp38-cp38-win32.whl", hash = "sha256:15419020b0e812b40d96ec9d369b2bc8109cc3295eac6e013d3261343580cc7e"},
+    {file = "cffi-1.14.2-cp38-cp38-win_amd64.whl", hash = "sha256:12a453e03124069b6896107ee133ae3ab04c624bb10683e1ed1c1663df17c13c"},
+    {file = "cffi-1.14.2.tar.gz", hash = "sha256:ae8f34d50af2c2154035984b8b5fc5d9ed63f32fe615646ab435b05b132ca91b"},
+]
+chardet = [
+    {file = "chardet-3.0.4-py2.py3-none-any.whl", hash = "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"},
+    {file = "chardet-3.0.4.tar.gz", hash = "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae"},
+]
+decorator = [
+    {file = "decorator-4.4.2-py2.py3-none-any.whl", hash = "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760"},
+    {file = "decorator-4.4.2.tar.gz", hash = "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"},
+]
+docopt = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
+future = [
+    {file = "future-0.18.2.tar.gz", hash = "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"},
+]
+google-auth = [
+    {file = "google-auth-1.21.1.tar.gz", hash = "sha256:bcbd9f970e7144fe933908aa286d7a12c44b7deb6d78a76871f0377a29d09789"},
+    {file = "google_auth-1.21.1-py2.py3-none-any.whl", hash = "sha256:f4d5093f13b1b1c0a434ab1dc851cd26a983f86a4d75c95239974e33ed406a87"},
+]
+google-auth-oauthlib = [
+    {file = "google-auth-oauthlib-0.4.1.tar.gz", hash = "sha256:88d2cd115e3391eb85e1243ac6902e76e77c5fe438b7276b297fbe68015458dd"},
+    {file = "google_auth_oauthlib-0.4.1-py2.py3-none-any.whl", hash = "sha256:a92a0f6f41a0fb6138454fbc02674e64f89d82a244ea32f98471733c8ef0e0e1"},
+]
+grpcio = [
+    {file = "grpcio-1.32.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:3afb058b6929eba07dba9ae6c5b555aa1d88cb140187d78cc510bd72d0329f28"},
+    {file = "grpcio-1.32.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:a8004b34f600a8a51785e46859cd88f3386ef67cccd1cfc7598e3d317608c643"},
+    {file = "grpcio-1.32.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:e6786f6f7be0937614577edcab886ddce91b7c1ea972a07ef9972e9f9ecbbb78"},
+    {file = "grpcio-1.32.0-cp27-cp27m-win32.whl", hash = "sha256:e467af6bb8f5843f5a441e124b43474715cfb3981264e7cd227343e826dcc3ce"},
+    {file = "grpcio-1.32.0-cp27-cp27m-win_amd64.whl", hash = "sha256:1376a60f9bfce781b39973f100b5f67e657b5be479f2fd8a7d2a408fc61c085c"},
+    {file = "grpcio-1.32.0-cp27-cp27mu-linux_armv7l.whl", hash = "sha256:ce617e1c4a39131f8527964ac9e700eb199484937d7a0b3e52655a3ba50d5fb9"},
+    {file = "grpcio-1.32.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:99bac0e2c820bf446662365df65841f0c2a55b0e2c419db86eaf5d162ddae73e"},
+    {file = "grpcio-1.32.0-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:6d869a3e8e62562b48214de95e9231c97c53caa7172802236cd5d60140d7cddd"},
+    {file = "grpcio-1.32.0-cp35-cp35m-linux_armv7l.whl", hash = "sha256:182c64ade34c341398bf71ec0975613970feb175090760ab4f51d1e9a5424f05"},
+    {file = "grpcio-1.32.0-cp35-cp35m-macosx_10_7_intel.whl", hash = "sha256:9c0d8f2346c842088b8cbe3e14985b36e5191a34bf79279ba321a4bf69bd88b7"},
+    {file = "grpcio-1.32.0-cp35-cp35m-manylinux2010_i686.whl", hash = "sha256:4775bc35af9cd3b5033700388deac2e1d611fa45f4a8dcb93667d94cb25f0444"},
+    {file = "grpcio-1.32.0-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:be98e3198ec765d0a1e27f69d760f69374ded8a33b953dcfe790127731f7e690"},
+    {file = "grpcio-1.32.0-cp35-cp35m-manylinux2014_i686.whl", hash = "sha256:378fe80ec5d9353548eb2a8a43ea03747a80f2e387c4f177f2b3ff6c7d898753"},
+    {file = "grpcio-1.32.0-cp35-cp35m-manylinux2014_x86_64.whl", hash = "sha256:f7d508691301027033215d3662dab7e178f54d5cca2329f26a71ae175d94b83f"},
+    {file = "grpcio-1.32.0-cp35-cp35m-win32.whl", hash = "sha256:25959a651420dd4a6fd7d3e8dee53f4f5fd8c56336a64963428e78b276389a59"},
+    {file = "grpcio-1.32.0-cp35-cp35m-win_amd64.whl", hash = "sha256:ac7028d363d2395f3d755166d0161556a3f99500a5b44890421ccfaaf2aaeb08"},
+    {file = "grpcio-1.32.0-cp36-cp36m-linux_armv7l.whl", hash = "sha256:c31e8a219650ddae1cd02f5a169e1bffe66a429a8255d3ab29e9363c73003b62"},
+    {file = "grpcio-1.32.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:e28e4c0d4231beda5dee94808e3a224d85cbaba3cfad05f2192e6f4ec5318053"},
+    {file = "grpcio-1.32.0-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:f03dfefa9075dd1c6c5cc27b1285c521434643b09338d8b29e1d6a27b386aa82"},
+    {file = "grpcio-1.32.0-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:c4966d746dccb639ef93f13560acbe9630681c07f2b320b7ec03fe2c8f0a1f15"},
+    {file = "grpcio-1.32.0-cp36-cp36m-manylinux2014_i686.whl", hash = "sha256:ec10d5f680b8e95a06f1367d73c5ddcc0ed04a3f38d6e4c9346988fb0cea2ffa"},
+    {file = "grpcio-1.32.0-cp36-cp36m-manylinux2014_x86_64.whl", hash = "sha256:28677f057e2ef11501860a7bc15de12091d40b95dd0fddab3c37ff1542e6b216"},
+    {file = "grpcio-1.32.0-cp36-cp36m-win32.whl", hash = "sha256:0f3f09269ffd3fded430cd89ba2397eabbf7e47be93983b25c187cdfebb302a7"},
+    {file = "grpcio-1.32.0-cp36-cp36m-win_amd64.whl", hash = "sha256:4396b1d0f388ae875eaf6dc05cdcb612c950fd9355bc34d38b90aaa0665a0d4b"},
+    {file = "grpcio-1.32.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:1ada89326a364a299527c7962e5c362dbae58c67b283fe8383c4d952b26565d5"},
+    {file = "grpcio-1.32.0-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:1d384a61f96a1fc6d5d3e0b62b0a859abc8d4c3f6d16daba51ebf253a3e7df5d"},
+    {file = "grpcio-1.32.0-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:e811ce5c387256609d56559d944a974cc6934a8eea8c76e7c86ec388dc06192d"},
+    {file = "grpcio-1.32.0-cp37-cp37m-manylinux2014_i686.whl", hash = "sha256:07b430fa68e5eecd78e2ad529ab80f6a234b55fc1b675fe47335ccbf64c6c6c8"},
+    {file = "grpcio-1.32.0-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:0e3edd8cdb71809d2455b9dbff66b4dd3d36c321e64bfa047da5afdfb0db332b"},
+    {file = "grpcio-1.32.0-cp37-cp37m-win32.whl", hash = "sha256:6f7947dad606c509d067e5b91a92b250aa0530162ab99e4737090f6b17eb12c4"},
+    {file = "grpcio-1.32.0-cp37-cp37m-win_amd64.whl", hash = "sha256:7cda998b7b551503beefc38db9be18c878cfb1596e1418647687575cdefa9273"},
+    {file = "grpcio-1.32.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:c58825a3d8634cd634d8f869afddd4d5742bdb59d594aea4cea17b8f39269a55"},
+    {file = "grpcio-1.32.0-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:ef9bd7fdfc0a063b4ed0efcab7906df5cae9bbcf79d05c583daa2eba56752b00"},
+    {file = "grpcio-1.32.0-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:1ce6f5ff4f4a548c502d5237a071fa617115df58ea4b7bd41dac77c1ab126e9c"},
+    {file = "grpcio-1.32.0-cp38-cp38-manylinux2014_i686.whl", hash = "sha256:f12900be4c3fd2145ba94ab0d80b7c3d71c9e6414cfee2f31b1c20188b5c281f"},
+    {file = "grpcio-1.32.0-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:f53f2dfc8ff9a58a993e414a016c8b21af333955ae83960454ad91798d467c7b"},
+    {file = "grpcio-1.32.0-cp38-cp38-win32.whl", hash = "sha256:5bddf9d53c8df70061916c3bfd2f468ccf26c348bb0fb6211531d895ed5e4c72"},
+    {file = "grpcio-1.32.0-cp38-cp38-win_amd64.whl", hash = "sha256:14c0f017bfebbc18139551111ac58ecbde11f4bc375b73a53af38927d60308b6"},
+    {file = "grpcio-1.32.0.tar.gz", hash = "sha256:01d3046fe980be25796d368f8fc5ff34b7cf5e1444f3789a017a7fe794465639"},
+]
+idna = [
+    {file = "idna-2.10-py2.py3-none-any.whl", hash = "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"},
+    {file = "idna-2.10.tar.gz", hash = "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6"},
+]
+importlib-metadata = [
+    {file = "importlib_metadata-1.7.0-py2.py3-none-any.whl", hash = "sha256:dc15b2969b4ce36305c51eebe62d418ac7791e9a157911d58bfb1f9ccd8e2070"},
+    {file = "importlib_metadata-1.7.0.tar.gz", hash = "sha256:90bb658cdbbf6d1735b6341ce708fc7024a3e14e99ffdc5783edea9f9b077f83"},
+]
+joblib = [
+    {file = "joblib-0.16.0-py3-none-any.whl", hash = "sha256:d348c5d4ae31496b2aa060d6d9b787864dd204f9480baaa52d18850cb43e9f49"},
+    {file = "joblib-0.16.0.tar.gz", hash = "sha256:8f52bf24c64b608bf0b2563e0e47d6fcf516abc8cfafe10cfd98ad66d94f92d6"},
+]
+jsonpickle = [
+    {file = "jsonpickle-0.9.6.tar.gz", hash = "sha256:545b3bee0d65e1abb4baa1818edcc9ec239aa9f2ffbfde8084d71c056180054f"},
+]
+librosa = [
+    {file = "librosa-0.8.0.tar.gz", hash = "sha256:af0b9f2ed4bbf6aecbc448a4cd27c16453c397cb6bef0f0cfba0e63afea2b839"},
+]
+llvmlite = [
+    {file = "llvmlite-0.34.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:11342e5ac320c953590bdd9d0dec8c52f4b5252c4c6335ba25f1e7b9f91f9325"},
+    {file = "llvmlite-0.34.0-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:5bdf0ce430adfaf938ced5844d12f80616eb8321b5b9edfc45ef84ada5c5242c"},
+    {file = "llvmlite-0.34.0-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:e08d9d2dc5a31636bfc6b516d2d7daba95632afa3419eb8730dc76a7951e9558"},
+    {file = "llvmlite-0.34.0-cp36-cp36m-win32.whl", hash = "sha256:9ff1dcdad03be0cf953aca5fc8cffdca25ccee2ec9e8ec7e95571722cdc02d55"},
+    {file = "llvmlite-0.34.0-cp36-cp36m-win_amd64.whl", hash = "sha256:5acdc3c3c7ea0ef7a1a6b442272e05d695bc8492e5b07666135ed1cfbf4ab9d2"},
+    {file = "llvmlite-0.34.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:bb96989bc57a1ccb131e7a0e061d07b68139b6f81a98912345d53d9239e231e1"},
+    {file = "llvmlite-0.34.0-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:6d3f81992f52a94077e7b9b16497029daf5b5eebb2cce56f3c8345bbc9c6308e"},
+    {file = "llvmlite-0.34.0-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:d841248d1c630426c93e3eb3f8c45bca0dab77c09faeb7553b1a500220e362ce"},
+    {file = "llvmlite-0.34.0-cp37-cp37m-win32.whl", hash = "sha256:408b15ffec30696406e821c89da010f1bb1eb0aa572be4561c98eb2536d610ab"},
+    {file = "llvmlite-0.34.0-cp37-cp37m-win_amd64.whl", hash = "sha256:5d1f370bf150db7239204f09cf6a0603292ea28bac984e69b167e16fe160d803"},
+    {file = "llvmlite-0.34.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:132322bc084abf336c80dd106f9357978c8c085911fb656898d3be0d9ff057ea"},
+    {file = "llvmlite-0.34.0-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:8f344102745fceba6eb5bf03c228bb290e9bc79157e9506a4a72878d636f9b3c"},
+    {file = "llvmlite-0.34.0-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:05253f3f44fab0148276335b2c1b2c4a78143dfa78e6bafd7f937d6248f297cc"},
+    {file = "llvmlite-0.34.0-cp38-cp38-win32.whl", hash = "sha256:28264f9e2b3df4135cbcfca5a91c5b0b31dd3fc02fa623b4bb13327f0cd4fc80"},
+    {file = "llvmlite-0.34.0-cp38-cp38-win_amd64.whl", hash = "sha256:964f8f7a2184963cb3617d057c2382575953e488b7bb061b632ee014cfef110a"},
+    {file = "llvmlite-0.34.0.tar.gz", hash = "sha256:f03ee0d19bca8f2fe922bb424a909d05c28411983b0c2bc58b020032a0d11f63"},
+]
+markdown = [
+    {file = "Markdown-3.2.2-py3-none-any.whl", hash = "sha256:c467cd6233885534bf0fe96e62e3cf46cfc1605112356c4f9981512b8174de59"},
+    {file = "Markdown-3.2.2.tar.gz", hash = "sha256:1fafe3f1ecabfb514a5285fca634a53c1b32a81cb0feb154264d55bf2ff22c17"},
+]
+mido = [
+    {file = "mido-1.2.9-py2.py3-none-any.whl", hash = "sha256:fc6364efa028c8405166f63e6a83cbc6c17aaeac2c28680abe64ae48703a89dd"},
+    {file = "mido-1.2.9.tar.gz", hash = "sha256:c4a7d5528fefa3d3dcaa2056d4bc873e2c96a395658d15af5a89c8c3fa7c7acc"},
+]
+mir-eval = []
+munch = [
+    {file = "munch-2.5.0-py2.py3-none-any.whl", hash = "sha256:6f44af89a2ce4ed04ff8de41f70b226b984db10a91dcc7b9ac2efc1c77022fdd"},
+    {file = "munch-2.5.0.tar.gz", hash = "sha256:2d735f6f24d4dba3417fa448cae40c6e896ec1fdab6cdb5e6510999758a4dbd2"},
+]
+numba = [
+    {file = "numba-0.51.2-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:af798310eeb318c56cdb83254abbe9a938cc0182d08671d7f9f032dc817e064d"},
+    {file = "numba-0.51.2-cp36-cp36m-manylinux2014_i686.whl", hash = "sha256:93e18350f2094e7432321c1275730a3143b94af012fb609cc180fa376c44867f"},
+    {file = "numba-0.51.2-cp36-cp36m-manylinux2014_x86_64.whl", hash = "sha256:9e2bb1f129bfadd757ad7a9c18ab79c3ab25ce6d6a68e58565d6c52ad07b3566"},
+    {file = "numba-0.51.2-cp36-cp36m-win32.whl", hash = "sha256:31cdf6b6d1301d5fb6c4fcb8b4c711ba5c9f60ba2fca008b550da9b56185367c"},
+    {file = "numba-0.51.2-cp36-cp36m-win_amd64.whl", hash = "sha256:df6edca13c04a31fdb5addf5205199478a7da372712829157ef491e8a6e7031f"},
+    {file = "numba-0.51.2-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:a628122dacfcba9a3ea68a9e95578c6b6391016e34962c46550ea8e189e0412e"},
+    {file = "numba-0.51.2-cp37-cp37m-manylinux2014_i686.whl", hash = "sha256:106736d5a8dab6bebce989d4ab1b3f169c264582598f172e6e5b736210d2e834"},
+    {file = "numba-0.51.2-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:a12f16fdb4ca5edc94e2ef412e4e768c29217ef9b6fdfc237d064ebe30acfe14"},
+    {file = "numba-0.51.2-cp37-cp37m-win32.whl", hash = "sha256:025b033fd31c44bba17802293c81270084b5454b5b055b8c10c394385c232f00"},
+    {file = "numba-0.51.2-cp37-cp37m-win_amd64.whl", hash = "sha256:081788f584fa500339e9b74bf02e3c5029d408c114e555ada19cae0b92721416"},
+    {file = "numba-0.51.2-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:5416b584183fd599afda11b947b64f89450fcf26a9c15b408167f412b98a3a94"},
+    {file = "numba-0.51.2-cp38-cp38-manylinux2014_i686.whl", hash = "sha256:05da65dca2ac28a192c9d8f20e9e477eb1237205cfc4d131c414f5f8092c6639"},
+    {file = "numba-0.51.2-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:aee435e3b7e465dd49971f8ea76aa414532a87736916cb399534e017334d1138"},
+    {file = "numba-0.51.2-cp38-cp38-win32.whl", hash = "sha256:bbbe2432433b11d3fadab0226a84c1a81918cb905ba1aeb022249e8d2ba8856c"},
+    {file = "numba-0.51.2-cp38-cp38-win_amd64.whl", hash = "sha256:259e7c15b24feec4a99fb41eb8c47b5ad49b544d1a5ad40ad0252ef531ba06fd"},
+    {file = "numba-0.51.2.tar.gz", hash = "sha256:16bd59572114adbf5f600ea383880d7b2071ae45477e84a24994e089ea390768"},
+]
+numpy = [
+    {file = "numpy-1.19.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:b1cca51512299841bf69add3b75361779962f9cee7d9ee3bb446d5982e925b69"},
+    {file = "numpy-1.19.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:c9591886fc9cbe5532d5df85cb8e0cc3b44ba8ce4367bd4cf1b93dc19713da72"},
+    {file = "numpy-1.19.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:cf1347450c0b7644ea142712619533553f02ef23f92f781312f6a3553d031fc7"},
+    {file = "numpy-1.19.1-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:ed8a311493cf5480a2ebc597d1e177231984c818a86875126cfd004241a73c3e"},
+    {file = "numpy-1.19.1-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:3673c8b2b29077f1b7b3a848794f8e11f401ba0b71c49fbd26fb40b71788b132"},
+    {file = "numpy-1.19.1-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:56ef7f56470c24bb67fb43dae442e946a6ce172f97c69f8d067ff8550cf782ff"},
+    {file = "numpy-1.19.1-cp36-cp36m-win32.whl", hash = "sha256:aaf42a04b472d12515debc621c31cf16c215e332242e7a9f56403d814c744624"},
+    {file = "numpy-1.19.1-cp36-cp36m-win_amd64.whl", hash = "sha256:082f8d4dd69b6b688f64f509b91d482362124986d98dc7dc5f5e9f9b9c3bb983"},
+    {file = "numpy-1.19.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:e4f6d3c53911a9d103d8ec9518190e52a8b945bab021745af4939cfc7c0d4a9e"},
+    {file = "numpy-1.19.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:5b6885c12784a27e957294b60f97e8b5b4174c7504665333c5e94fbf41ae5d6a"},
+    {file = "numpy-1.19.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:1bc0145999e8cb8aed9d4e65dd8b139adf1919e521177f198529687dbf613065"},
+    {file = "numpy-1.19.1-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:5a936fd51049541d86ccdeef2833cc89a18e4d3808fe58a8abeb802665c5af93"},
+    {file = "numpy-1.19.1-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:ef71a1d4fd4858596ae80ad1ec76404ad29701f8ca7cdcebc50300178db14dfc"},
+    {file = "numpy-1.19.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:b9792b0ac0130b277536ab8944e7b754c69560dac0415dd4b2dbd16b902c8954"},
+    {file = "numpy-1.19.1-cp37-cp37m-win32.whl", hash = "sha256:b12e639378c741add21fbffd16ba5ad25c0a1a17cf2b6fe4288feeb65144f35b"},
+    {file = "numpy-1.19.1-cp37-cp37m-win_amd64.whl", hash = "sha256:8343bf67c72e09cfabfab55ad4a43ce3f6bf6e6ced7acf70f45ded9ebb425055"},
+    {file = "numpy-1.19.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e45f8e981a0ab47103181773cc0a54e650b2aef8c7b6cd07405d0fa8d869444a"},
+    {file = "numpy-1.19.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:667c07063940e934287993366ad5f56766bc009017b4a0fe91dbd07960d0aba7"},
+    {file = "numpy-1.19.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:480fdd4dbda4dd6b638d3863da3be82873bba6d32d1fc12ea1b8486ac7b8d129"},
+    {file = "numpy-1.19.1-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:935c27ae2760c21cd7354402546f6be21d3d0c806fffe967f745d5f2de5005a7"},
+    {file = "numpy-1.19.1-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:309cbcfaa103fc9a33ec16d2d62569d541b79f828c382556ff072442226d1968"},
+    {file = "numpy-1.19.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:7ed448ff4eaffeb01094959b19cbaf998ecdee9ef9932381420d514e446601cd"},
+    {file = "numpy-1.19.1-cp38-cp38-win32.whl", hash = "sha256:de8b4a9b56255797cbddb93281ed92acbc510fb7b15df3f01bd28f46ebc4edae"},
+    {file = "numpy-1.19.1-cp38-cp38-win_amd64.whl", hash = "sha256:92feb989b47f83ebef246adabc7ff3b9a59ac30601c3f6819f8913458610bdcc"},
+    {file = "numpy-1.19.1-pp36-pypy36_pp73-manylinux2010_x86_64.whl", hash = "sha256:e1b1dc0372f530f26a03578ac75d5e51b3868b9b76cd2facba4c9ee0eb252ab1"},
+    {file = "numpy-1.19.1.zip", hash = "sha256:b8456987b637232602ceb4d663cb34106f7eb780e247d51a260b84760fd8f491"},
+]
+oauthlib = [
+    {file = "oauthlib-3.1.0-py2.py3-none-any.whl", hash = "sha256:df884cd6cbe20e32633f1db1072e9356f53638e4361bef4e8b03c9127c9328ea"},
+    {file = "oauthlib-3.1.0.tar.gz", hash = "sha256:bee41cc35fcca6e988463cacc3bcb8a96224f470ca547e697b604cc697b2f889"},
+]
+packaging = [
+    {file = "packaging-20.4-py2.py3-none-any.whl", hash = "sha256:998416ba6962ae7fbd6596850b80e17859a5753ba17c32284f67bfff33784181"},
+    {file = "packaging-20.4.tar.gz", hash = "sha256:4357f74f47b9c12db93624a82154e9b120fa8293699949152b22065d556079f8"},
+]
+pillow = [
+    {file = "Pillow-7.2.0-cp35-cp35m-macosx_10_10_intel.whl", hash = "sha256:1ca594126d3c4def54babee699c055a913efb01e106c309fa6b04405d474d5ae"},
+    {file = "Pillow-7.2.0-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:c92302a33138409e8f1ad16731568c55c9053eee71bb05b6b744067e1b62380f"},
+    {file = "Pillow-7.2.0-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:8dad18b69f710bf3a001d2bf3afab7c432785d94fcf819c16b5207b1cfd17d38"},
+    {file = "Pillow-7.2.0-cp35-cp35m-manylinux2014_aarch64.whl", hash = "sha256:431b15cffbf949e89df2f7b48528be18b78bfa5177cb3036284a5508159492b5"},
+    {file = "Pillow-7.2.0-cp35-cp35m-win32.whl", hash = "sha256:09d7f9e64289cb40c2c8d7ad674b2ed6105f55dc3b09aa8e4918e20a0311e7ad"},
+    {file = "Pillow-7.2.0-cp35-cp35m-win_amd64.whl", hash = "sha256:0295442429645fa16d05bd567ef5cff178482439c9aad0411d3f0ce9b88b3a6f"},
+    {file = "Pillow-7.2.0-cp36-cp36m-macosx_10_10_x86_64.whl", hash = "sha256:ec29604081f10f16a7aea809ad42e27764188fc258b02259a03a8ff7ded3808d"},
+    {file = "Pillow-7.2.0-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:612cfda94e9c8346f239bf1a4b082fdd5c8143cf82d685ba2dba76e7adeeb233"},
+    {file = "Pillow-7.2.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:0a80dd307a5d8440b0a08bd7b81617e04d870e40a3e46a32d9c246e54705e86f"},
+    {file = "Pillow-7.2.0-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:06aba4169e78c439d528fdeb34762c3b61a70813527a2c57f0540541e9f433a8"},
+    {file = "Pillow-7.2.0-cp36-cp36m-win32.whl", hash = "sha256:f7e30c27477dffc3e85c2463b3e649f751789e0f6c8456099eea7ddd53be4a8a"},
+    {file = "Pillow-7.2.0-cp36-cp36m-win_amd64.whl", hash = "sha256:ffe538682dc19cc542ae7c3e504fdf54ca7f86fb8a135e59dd6bc8627eae6cce"},
+    {file = "Pillow-7.2.0-cp37-cp37m-macosx_10_10_x86_64.whl", hash = "sha256:94cf49723928eb6070a892cb39d6c156f7b5a2db4e8971cb958f7b6b104fb4c4"},
+    {file = "Pillow-7.2.0-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:6edb5446f44d901e8683ffb25ebdfc26988ee813da3bf91e12252b57ac163727"},
+    {file = "Pillow-7.2.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:52125833b070791fcb5710fabc640fc1df07d087fc0c0f02d3661f76c23c5b8b"},
+    {file = "Pillow-7.2.0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:9ad7f865eebde135d526bb3163d0b23ffff365cf87e767c649550964ad72785d"},
+    {file = "Pillow-7.2.0-cp37-cp37m-win32.whl", hash = "sha256:c79f9c5fb846285f943aafeafda3358992d64f0ef58566e23484132ecd8d7d63"},
+    {file = "Pillow-7.2.0-cp37-cp37m-win_amd64.whl", hash = "sha256:d350f0f2c2421e65fbc62690f26b59b0bcda1b614beb318c81e38647e0f673a1"},
+    {file = "Pillow-7.2.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:6d7741e65835716ceea0fd13a7d0192961212fd59e741a46bbed7a473c634ed6"},
+    {file = "Pillow-7.2.0-cp38-cp38-manylinux1_i686.whl", hash = "sha256:edf31f1150778abd4322444c393ab9c7bd2af271dd4dafb4208fb613b1f3cdc9"},
+    {file = "Pillow-7.2.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:d08b23fdb388c0715990cbc06866db554e1822c4bdcf6d4166cf30ac82df8c41"},
+    {file = "Pillow-7.2.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:5e51ee2b8114def244384eda1c82b10e307ad9778dac5c83fb0943775a653cd8"},
+    {file = "Pillow-7.2.0-cp38-cp38-win32.whl", hash = "sha256:725aa6cfc66ce2857d585f06e9519a1cc0ef6d13f186ff3447ab6dff0a09bc7f"},
+    {file = "Pillow-7.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:a060cf8aa332052df2158e5a119303965be92c3da6f2d93b6878f0ebca80b2f6"},
+    {file = "Pillow-7.2.0-pp36-pypy36_pp73-macosx_10_10_x86_64.whl", hash = "sha256:9c87ef410a58dd54b92424ffd7e28fd2ec65d2f7fc02b76f5e9b2067e355ebf6"},
+    {file = "Pillow-7.2.0-pp36-pypy36_pp73-manylinux2010_x86_64.whl", hash = "sha256:e901964262a56d9ea3c2693df68bc9860b8bdda2b04768821e4c44ae797de117"},
+    {file = "Pillow-7.2.0-pp36-pypy36_pp73-win32.whl", hash = "sha256:25930fadde8019f374400f7986e8404c8b781ce519da27792cbe46eabec00c4d"},
+    {file = "Pillow-7.2.0.tar.gz", hash = "sha256:97f9e7953a77d5a70f49b9a48da7776dc51e9b738151b22dacf101641594a626"},
+]
+pooch = [
+    {file = "pooch-1.2.0-py3-none-any.whl", hash = "sha256:aee50e16ca143b581bf598890737a5838b1818bc30a5863f0b67ec405bd9081c"},
+    {file = "pooch-1.2.0.tar.gz", hash = "sha256:6a86613604cb0e1f27ee16c02a005a9494e57ba9d33dc3463739c44ad5be4cba"},
+]
+pretty-midi = [
+    {file = "pretty_midi-0.2.9.tar.gz", hash = "sha256:f6a249cb843441e1cb78c4c0a1290948d6f56df7486f7974e20d5c80486dc99e"},
+]
+protobuf = [
+    {file = "protobuf-3.13.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:9c2e63c1743cba12737169c447374fab3dfeb18111a460a8c1a000e35836b18c"},
+    {file = "protobuf-3.13.0-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:1e834076dfef9e585815757a2c7e4560c7ccc5962b9d09f831214c693a91b463"},
+    {file = "protobuf-3.13.0-cp35-cp35m-macosx_10_9_intel.whl", hash = "sha256:df3932e1834a64b46ebc262e951cd82c3cf0fa936a154f0a42231140d8237060"},
+    {file = "protobuf-3.13.0-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:8c35bcbed1c0d29b127c886790e9d37e845ffc2725cc1db4bd06d70f4e8359f4"},
+    {file = "protobuf-3.13.0-cp35-cp35m-win32.whl", hash = "sha256:339c3a003e3c797bc84499fa32e0aac83c768e67b3de4a5d7a5a9aa3b0da634c"},
+    {file = "protobuf-3.13.0-cp35-cp35m-win_amd64.whl", hash = "sha256:361acd76f0ad38c6e38f14d08775514fbd241316cce08deb2ce914c7dfa1184a"},
+    {file = "protobuf-3.13.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:9edfdc679a3669988ec55a989ff62449f670dfa7018df6ad7f04e8dbacb10630"},
+    {file = "protobuf-3.13.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:5db9d3e12b6ede5e601b8d8684a7f9d90581882925c96acf8495957b4f1b204b"},
+    {file = "protobuf-3.13.0-cp36-cp36m-win32.whl", hash = "sha256:c8abd7605185836f6f11f97b21200f8a864f9cb078a193fe3c9e235711d3ff1e"},
+    {file = "protobuf-3.13.0-cp36-cp36m-win_amd64.whl", hash = "sha256:4d1174c9ed303070ad59553f435846a2f877598f59f9afc1b89757bdf846f2a7"},
+    {file = "protobuf-3.13.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0bba42f439bf45c0f600c3c5993666fcb88e8441d011fad80a11df6f324eef33"},
+    {file = "protobuf-3.13.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:c0c5ab9c4b1eac0a9b838f1e46038c3175a95b0f2d944385884af72876bd6bc7"},
+    {file = "protobuf-3.13.0-cp37-cp37m-win32.whl", hash = "sha256:f68eb9d03c7d84bd01c790948320b768de8559761897763731294e3bc316decb"},
+    {file = "protobuf-3.13.0-cp37-cp37m-win_amd64.whl", hash = "sha256:91c2d897da84c62816e2f473ece60ebfeab024a16c1751aaf31100127ccd93ec"},
+    {file = "protobuf-3.13.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:3dee442884a18c16d023e52e32dd34a8930a889e511af493f6dc7d4d9bf12e4f"},
+    {file = "protobuf-3.13.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:e7662437ca1e0c51b93cadb988f9b353fa6b8013c0385d63a70c8a77d84da5f9"},
+    {file = "protobuf-3.13.0-py2.py3-none-any.whl", hash = "sha256:d69697acac76d9f250ab745b46c725edf3e98ac24763990b24d58c16c642947a"},
+    {file = "protobuf-3.13.0.tar.gz", hash = "sha256:6a82e0c8bb2bf58f606040cc5814e07715b2094caeba281e2e7d0b0e2e397db5"},
+]
+py-cpuinfo = [
+    {file = "py-cpuinfo-7.0.0.tar.gz", hash = "sha256:9aa2e49675114959697d25cf57fec41c29b55887bff3bc4809b44ac6f5730097"},
+]
+pyasn1 = [
+    {file = "pyasn1-0.4.8-py2.4.egg", hash = "sha256:fec3e9d8e36808a28efb59b489e4528c10ad0f480e57dcc32b4de5c9d8c9fdf3"},
+    {file = "pyasn1-0.4.8-py2.5.egg", hash = "sha256:0458773cfe65b153891ac249bcf1b5f8f320b7c2ce462151f8fa74de8934becf"},
+    {file = "pyasn1-0.4.8-py2.6.egg", hash = "sha256:5c9414dcfede6e441f7e8f81b43b34e834731003427e5b09e4e00e3172a10f00"},
+    {file = "pyasn1-0.4.8-py2.7.egg", hash = "sha256:6e7545f1a61025a4e58bb336952c5061697da694db1cae97b116e9c46abcf7c8"},
+    {file = "pyasn1-0.4.8-py2.py3-none-any.whl", hash = "sha256:39c7e2ec30515947ff4e87fb6f456dfc6e84857d34be479c9d4a4ba4bf46aa5d"},
+    {file = "pyasn1-0.4.8-py3.1.egg", hash = "sha256:78fa6da68ed2727915c4767bb386ab32cdba863caa7dbe473eaae45f9959da86"},
+    {file = "pyasn1-0.4.8-py3.2.egg", hash = "sha256:08c3c53b75eaa48d71cf8c710312316392ed40899cb34710d092e96745a358b7"},
+    {file = "pyasn1-0.4.8-py3.3.egg", hash = "sha256:03840c999ba71680a131cfaee6fab142e1ed9bbd9c693e285cc6aca0d555e576"},
+    {file = "pyasn1-0.4.8-py3.4.egg", hash = "sha256:7ab8a544af125fb704feadb008c99a88805126fb525280b2270bb25cc1d78a12"},
+    {file = "pyasn1-0.4.8-py3.5.egg", hash = "sha256:e89bf84b5437b532b0803ba5c9a5e054d21fec423a89952a74f87fa2c9b7bce2"},
+    {file = "pyasn1-0.4.8-py3.6.egg", hash = "sha256:014c0e9976956a08139dc0712ae195324a75e142284d5f87f1a87ee1b068a359"},
+    {file = "pyasn1-0.4.8-py3.7.egg", hash = "sha256:99fcc3c8d804d1bc6d9a099921e39d827026409a58f2a720dcdb89374ea0c776"},
+    {file = "pyasn1-0.4.8.tar.gz", hash = "sha256:aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba"},
+]
+pyasn1-modules = [
+    {file = "pyasn1-modules-0.2.8.tar.gz", hash = "sha256:905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e"},
+    {file = "pyasn1_modules-0.2.8-py2.4.egg", hash = "sha256:0fe1b68d1e486a1ed5473f1302bd991c1611d319bba158e98b106ff86e1d7199"},
+    {file = "pyasn1_modules-0.2.8-py2.5.egg", hash = "sha256:fe0644d9ab041506b62782e92b06b8c68cca799e1a9636ec398675459e031405"},
+    {file = "pyasn1_modules-0.2.8-py2.6.egg", hash = "sha256:a99324196732f53093a84c4369c996713eb8c89d360a496b599fb1a9c47fc3eb"},
+    {file = "pyasn1_modules-0.2.8-py2.7.egg", hash = "sha256:0845a5582f6a02bb3e1bde9ecfc4bfcae6ec3210dd270522fee602365430c3f8"},
+    {file = "pyasn1_modules-0.2.8-py2.py3-none-any.whl", hash = "sha256:a50b808ffeb97cb3601dd25981f6b016cbb3d31fbf57a8b8a87428e6158d0c74"},
+    {file = "pyasn1_modules-0.2.8-py3.1.egg", hash = "sha256:f39edd8c4ecaa4556e989147ebf219227e2cd2e8a43c7e7fcb1f1c18c5fd6a3d"},
+    {file = "pyasn1_modules-0.2.8-py3.2.egg", hash = "sha256:b80486a6c77252ea3a3e9b1e360bc9cf28eaac41263d173c032581ad2f20fe45"},
+    {file = "pyasn1_modules-0.2.8-py3.3.egg", hash = "sha256:65cebbaffc913f4fe9e4808735c95ea22d7a7775646ab690518c056784bc21b4"},
+    {file = "pyasn1_modules-0.2.8-py3.4.egg", hash = "sha256:15b7c67fabc7fc240d87fb9aabf999cf82311a6d6fb2c70d00d3d0604878c811"},
+    {file = "pyasn1_modules-0.2.8-py3.5.egg", hash = "sha256:426edb7a5e8879f1ec54a1864f16b882c2837bfd06eee62f2c982315ee2473ed"},
+    {file = "pyasn1_modules-0.2.8-py3.6.egg", hash = "sha256:cbac4bc38d117f2a49aeedec4407d23e8866ea4ac27ff2cf7fb3e5b570df19e0"},
+    {file = "pyasn1_modules-0.2.8-py3.7.egg", hash = "sha256:c29a5e5cc7a3f05926aff34e097e84f8589cd790ce0ed41b67aed6857b26aafd"},
+]
+pycparser = [
+    {file = "pycparser-2.20-py2.py3-none-any.whl", hash = "sha256:7582ad22678f0fcd81102833f60ef8d0e57288b6b5fb00323d101be910e35705"},
+    {file = "pycparser-2.20.tar.gz", hash = "sha256:2d475327684562c3a96cc71adf7dc8c4f0565175cf86b6d7a404ff4c771f15f0"},
+]
+pyparsing = [
+    {file = "pyparsing-2.4.7-py2.py3-none-any.whl", hash = "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"},
+    {file = "pyparsing-2.4.7.tar.gz", hash = "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1"},
+]
+requests = [
+    {file = "requests-2.24.0-py2.py3-none-any.whl", hash = "sha256:fe75cc94a9443b9246fc7049224f75604b113c36acb93f87b80ed42c44cbb898"},
+    {file = "requests-2.24.0.tar.gz", hash = "sha256:b3559a131db72c33ee969480840fff4bb6dd111de7dd27c8ee1f820f4f00231b"},
+]
+requests-oauthlib = [
+    {file = "requests-oauthlib-1.3.0.tar.gz", hash = "sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a"},
+    {file = "requests_oauthlib-1.3.0-py2.py3-none-any.whl", hash = "sha256:7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d"},
+    {file = "requests_oauthlib-1.3.0-py3.7.egg", hash = "sha256:fa6c47b933f01060936d87ae9327fead68768b69c6c9ea2109c48be30f2d4dbc"},
+]
+resampy = [
+    {file = "resampy-0.2.2.tar.gz", hash = "sha256:62af020d8a6674d8117f62320ce9470437bb1d738a5d06cd55591b69b463929e"},
+]
+rsa = [
+    {file = "rsa-4.6-py3-none-any.whl", hash = "sha256:6166864e23d6b5195a5cfed6cd9fed0fe774e226d8f854fcb23b7bbef0350233"},
+    {file = "rsa-4.6.tar.gz", hash = "sha256:109ea5a66744dd859bf16fe904b8d8b627adafb9408753161e766a92e7d681fa"},
+]
+sacred = [
+    {file = "sacred-0.7.4-py2.py3-none-any.whl", hash = "sha256:43a299045e73c0f1eaa70e3901f749a002362548685569f54b0a9853bd750362"},
+    {file = "sacred-0.7.4.tar.gz", hash = "sha256:a5e624b8998b7f8320cfc790cd63bc5c09cfc1587e4818a83cf00de2868e25ba"},
+]
+scikit-learn = [
+    {file = "scikit-learn-0.23.2.tar.gz", hash = "sha256:20766f515e6cd6f954554387dfae705d93c7b544ec0e6c6a5d8e006f6f7ef480"},
+    {file = "scikit_learn-0.23.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:98508723f44c61896a4e15894b2016762a55555fbf09365a0bb1870ecbd442de"},
+    {file = "scikit_learn-0.23.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:a64817b050efd50f9abcfd311870073e500ae11b299683a519fbb52d85e08d25"},
+    {file = "scikit_learn-0.23.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:daf276c465c38ef736a79bd79fc80a249f746bcbcae50c40945428f7ece074f8"},
+    {file = "scikit_learn-0.23.2-cp36-cp36m-win32.whl", hash = "sha256:cb3e76380312e1f86abd20340ab1d5b3cc46a26f6593d3c33c9ea3e4c7134028"},
+    {file = "scikit_learn-0.23.2-cp36-cp36m-win_amd64.whl", hash = "sha256:0a127cc70990d4c15b1019680bfedc7fec6c23d14d3719fdf9b64b22d37cdeca"},
+    {file = "scikit_learn-0.23.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2aa95c2f17d2f80534156215c87bee72b6aa314a7f8b8fe92a2d71f47280570d"},
+    {file = "scikit_learn-0.23.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:6c28a1d00aae7c3c9568f61aafeaad813f0f01c729bee4fd9479e2132b215c1d"},
+    {file = "scikit_learn-0.23.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:da8e7c302003dd765d92a5616678e591f347460ac7b53e53d667be7dfe6d1b10"},
+    {file = "scikit_learn-0.23.2-cp37-cp37m-win32.whl", hash = "sha256:d9a1ce5f099f29c7c33181cc4386660e0ba891b21a60dc036bf369e3a3ee3aec"},
+    {file = "scikit_learn-0.23.2-cp37-cp37m-win_amd64.whl", hash = "sha256:914ac2b45a058d3f1338d7736200f7f3b094857758895f8667be8a81ff443b5b"},
+    {file = "scikit_learn-0.23.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7671bbeddd7f4f9a6968f3b5442dac5f22bf1ba06709ef888cc9132ad354a9ab"},
+    {file = "scikit_learn-0.23.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:d0dcaa54263307075cb93d0bee3ceb02821093b1b3d25f66021987d305d01dce"},
+    {file = "scikit_learn-0.23.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:5ce7a8021c9defc2b75620571b350acc4a7d9763c25b7593621ef50f3bd019a2"},
+    {file = "scikit_learn-0.23.2-cp38-cp38-win32.whl", hash = "sha256:0d39748e7c9669ba648acf40fb3ce96b8a07b240db6888563a7cb76e05e0d9cc"},
+    {file = "scikit_learn-0.23.2-cp38-cp38-win_amd64.whl", hash = "sha256:1b8a391de95f6285a2f9adffb7db0892718950954b7149a70c783dc848f104ea"},
+]
+scipy = [
+    {file = "scipy-1.5.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:cca9fce15109a36a0a9f9cfc64f870f1c140cb235ddf27fe0328e6afb44dfed0"},
+    {file = "scipy-1.5.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:1c7564a4810c1cd77fcdee7fa726d7d39d4e2695ad252d7c86c3ea9d85b7fb8f"},
+    {file = "scipy-1.5.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:07e52b316b40a4f001667d1ad4eb5f2318738de34597bd91537851365b6c61f1"},
+    {file = "scipy-1.5.2-cp36-cp36m-win32.whl", hash = "sha256:d56b10d8ed72ec1be76bf10508446df60954f08a41c2d40778bc29a3a9ad9bce"},
+    {file = "scipy-1.5.2-cp36-cp36m-win_amd64.whl", hash = "sha256:8e28e74b97fc8d6aa0454989db3b5d36fc27e69cef39a7ee5eaf8174ca1123cb"},
+    {file = "scipy-1.5.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6e86c873fe1335d88b7a4bfa09d021f27a9e753758fd75f3f92d714aa4093768"},
+    {file = "scipy-1.5.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:a0afbb967fd2c98efad5f4c24439a640d39463282040a88e8e928db647d8ac3d"},
+    {file = "scipy-1.5.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:eecf40fa87eeda53e8e11d265ff2254729d04000cd40bae648e76ff268885d66"},
+    {file = "scipy-1.5.2-cp37-cp37m-win32.whl", hash = "sha256:315aa2165aca31375f4e26c230188db192ed901761390be908c9b21d8b07df62"},
+    {file = "scipy-1.5.2-cp37-cp37m-win_amd64.whl", hash = "sha256:ec5fe57e46828d034775b00cd625c4a7b5c7d2e354c3b258d820c6c72212a6ec"},
+    {file = "scipy-1.5.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:fc98f3eac993b9bfdd392e675dfe19850cc8c7246a8fd2b42443e506344be7d9"},
+    {file = "scipy-1.5.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:a785409c0fa51764766840185a34f96a0a93527a0ff0230484d33a8ed085c8f8"},
+    {file = "scipy-1.5.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:0a0e9a4e58a4734c2eba917f834b25b7e3b6dc333901ce7784fd31aefbd37b2f"},
+    {file = "scipy-1.5.2-cp38-cp38-win32.whl", hash = "sha256:dac09281a0eacd59974e24525a3bc90fa39b4e95177e638a31b14db60d3fa806"},
+    {file = "scipy-1.5.2-cp38-cp38-win_amd64.whl", hash = "sha256:92eb04041d371fea828858e4fff182453c25ae3eaa8782d9b6c32b25857d23bc"},
+    {file = "scipy-1.5.2.tar.gz", hash = "sha256:066c513d90eb3fd7567a9e150828d39111ebd88d3e924cdfc9f8ce19ab6f90c9"},
+]
+six = [
+    {file = "six-1.15.0-py2.py3-none-any.whl", hash = "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"},
+    {file = "six-1.15.0.tar.gz", hash = "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259"},
+]
+soundfile = [
+    {file = "SoundFile-0.10.3.post1-py2.py3-none-any.whl", hash = "sha256:2d17e0a6fc2af0d6c1d868bafa5ec80aae6e186a97fec8db07ad6af29842fbc7"},
+    {file = "SoundFile-0.10.3.post1-py2.py3.cp26.cp27.cp32.cp33.cp34.cp35.cp36.pp27.pp32.pp33-none-macosx_10_5_x86_64.macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.whl", hash = "sha256:5e342ee293b896d31da67617fe65d0bdca217af193991b0cb6052353b1e0e506"},
+    {file = "SoundFile-0.10.3.post1-py2.py3.cp26.cp27.cp32.cp33.cp34.cp35.cp36.pp27.pp32.pp33-none-win32.whl", hash = "sha256:4555438c2c4f02b39fea2ed40f6ddeda88a80cd1ee9dd129be4d5f5134698cc2"},
+    {file = "SoundFile-0.10.3.post1-py2.py3.cp26.cp27.cp32.cp33.cp34.cp35.cp36.pp27.pp32.pp33-none-win_amd64.whl", hash = "sha256:b361d4ac1519a2e516cabafa6bf7e93492f999f35d7d25350cd87fdc3e5cb27e"},
+    {file = "SoundFile-0.10.3.post1.tar.gz", hash = "sha256:490cff42650733d1832728b937fe99fa1802896f5ef4d61bcf78cf7ebecb107b"},
+]
+tensorboard = [
+    {file = "tensorboard-2.3.0-py3-none-any.whl", hash = "sha256:d34609ed83ff01dd5b49ef81031cfc9c166bba0dabd60197024f14df5e8eae5e"},
+]
+tensorboard-plugin-wit = [
+    {file = "tensorboard_plugin_wit-1.7.0-py3-none-any.whl", hash = "sha256:ee775f04821185c90d9a0e9c56970ee43d7c41403beb6629385b39517129685b"},
+]
+threadpoolctl = [
+    {file = "threadpoolctl-2.1.0-py3-none-any.whl", hash = "sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725"},
+    {file = "threadpoolctl-2.1.0.tar.gz", hash = "sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b"},
+]
+torch = [
+    {file = "torch-1.2.0-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:a8c21f82fd03b67927078ea917040478c3263753fe1906fc19d0f5f0c7d9aa10"},
+    {file = "torch-1.2.0-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:880a0c22692eaebbce808a5bf2255ab7d345ab43c40795be0a421c6250ba0fb4"},
+    {file = "torch-1.2.0-cp27-none-macosx_10_6_x86_64.whl", hash = "sha256:f63d489c54b4f170ce8335727bbb196ceb9acd0e7805477bbef8fabc914bc0f9"},
+    {file = "torch-1.2.0-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:661ad06b4616663149bd504e8c0271196d0386712e21a92619d95ba88138794a"},
+    {file = "torch-1.2.0-cp35-none-macosx_10_6_x86_64.whl", hash = "sha256:2ac8e58b069232f079bd289aa160366a9367ae1a4616a2c1007dceed19ff9bfa"},
+    {file = "torch-1.2.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:a13bf6f78a49d844b85c142b8cd62d2e1833a11ed21ea0bc6b1ac73d24c76415"},
+    {file = "torch-1.2.0-cp36-none-macosx_10_7_x86_64.whl", hash = "sha256:43a0e28c448ddeea65fb9e956bc743389592afac824095bdbc08e8a87364c639"},
+    {file = "torch-1.2.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:b87fd224a7de3bc01ce87eb947698797b4514e27115b0aa60a56991515dd9dd6"},
+    {file = "torch-1.2.0-cp37-none-macosx_10_7_x86_64.whl", hash = "sha256:0698d0a48014b9b8f36d93e69901eca2e7ec712cd2033908f7a77e7d86a4f0d7"},
+]
+tqdm = [
+    {file = "tqdm-4.48.2-py2.py3-none-any.whl", hash = "sha256:1a336d2b829be50e46b84668691e0a2719f26c97c62846298dd5ae2937e4d5cf"},
+    {file = "tqdm-4.48.2.tar.gz", hash = "sha256:564d632ea2b9cb52979f7956e093e831c28d441c11751682f84c86fc46e4fd21"},
+]
+urllib3 = [
+    {file = "urllib3-1.25.10-py2.py3-none-any.whl", hash = "sha256:e7983572181f5e1522d9c98453462384ee92a0be7fac5f1413a1e35c56cc0461"},
+    {file = "urllib3-1.25.10.tar.gz", hash = "sha256:91056c15fa70756691db97756772bb1eb9678fa585d9184f24534b100dc60f4a"},
+]
+werkzeug = [
+    {file = "Werkzeug-1.0.1-py2.py3-none-any.whl", hash = "sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43"},
+    {file = "Werkzeug-1.0.1.tar.gz", hash = "sha256:6c80b1e5ad3665290ea39320b91e1be1e0d5f60652b964a3070216de83d2e47c"},
+]
+wheel = [
+    {file = "wheel-0.35.1-py2.py3-none-any.whl", hash = "sha256:497add53525d16c173c2c1c733b8f655510e909ea78cc0e29d374243544b77a2"},
+    {file = "wheel-0.35.1.tar.gz", hash = "sha256:99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f"},
+]
+wrapt = [
+    {file = "wrapt-1.12.1.tar.gz", hash = "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"},
+]
+zipp = [
+    {file = "zipp-3.1.0-py3-none-any.whl", hash = "sha256:aa36550ff0c0b7ef7fa639055d797116ee891440eac1a56f378e2d3179e0320b"},
+    {file = "zipp-3.1.0.tar.gz", hash = "sha256:c599e4d75c98f6798c509911d08a22e6c021d074469042177c8c86fb92eefd96"},
+]
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..24cc424
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,26 @@
+[tool.poetry]
+name = "onsets-and-frames"
+version = "0.1.0"
+description = ""
+authors = ["Henrik Grønbech <henrikgronbech@gmail.com>"]
+
+[tool.poetry.dependencies]
+python = "^3.7"
+scipy = ">=1.1.0"
+torch = "1.2.0"
+SoundFile = ">=0.10.2"
+sacred = "0.7.4"
+librosa = ">=0.6.2"
+numpy = ">=1.15.0"
+tqdm = ">=4.28.1"
+mir-eval = {git = "https://github.com/craffel/mir_eval.git"}
+mido = ">=1.2.9"
+Pillow = ">=6.2.0"
+pretty_midi = "^0.2.9"
+tensorboard = "^2.3.0"
+
+[tool.poetry.dev-dependencies]
+
+[build-system]
+requires = ["poetry>=0.12"]
+build-backend = "poetry.masonry.api"
diff --git a/requirements.txt b/requirements.txt
index ee326eb..c2b2d9e 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,10 +1,370 @@
-scipy>=1.1.0
-torch>=1.2.0
-SoundFile>=0.10.2
-sacred==0.7.4
-librosa>=0.6.2
-numpy>=1.15.0
-tqdm>=4.28.1
-git+https://github.com/craffel/mir_eval.git
-mido>=1.2.9
-Pillow>=6.2.0
+absl-py==0.10.0 \
+    --hash=sha256:b20f504a7871a580be5268a18fbad48af4203df5d33dbc9272426cb806245a45 \
+    --hash=sha256:ea07d7d437798bffc14f39fccec3909d251a1e76e233205ded72b71c267e0178
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128 \
+    --hash=sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41
+audioread==2.1.8 \
+    --hash=sha256:073904fabc842881e07bd3e4a5776623535562f70b1655b635d22886168dd168
+cachetools==4.1.1 \
+    --hash=sha256:513d4ff98dd27f85743a8dc0e92f55ddb1b49e060c2d5961512855cda2c01a98 \
+    --hash=sha256:bbaa39c3dede00175df2dc2b03d0cf18dd2d32a7de7beb68072d13043c9edb20
+certifi==2020.6.20 \
+    --hash=sha256:8fc0819f1f30ba15bdb34cceffb9ef04d99f420f68eb75d901e9560b8749fc41 \
+    --hash=sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3
+cffi==1.14.2 \
+    --hash=sha256:da9d3c506f43e220336433dffe643fbfa40096d408cb9b7f2477892f369d5f82 \
+    --hash=sha256:23e44937d7695c27c66a54d793dd4b45889a81b35c0751ba91040fe825ec59c4 \
+    --hash=sha256:0da50dcbccd7cb7e6c741ab7912b2eff48e85af217d72b57f80ebc616257125e \
+    --hash=sha256:76ada88d62eb24de7051c5157a1a78fd853cca9b91c0713c2e973e4196271d0c \
+    --hash=sha256:15a5f59a4808f82d8ec7364cbace851df591c2d43bc76bcbe5c4543a7ddd1bf1 \
+    --hash=sha256:e4082d832e36e7f9b2278bc774886ca8207346b99f278e54c9de4834f17232f7 \
+    --hash=sha256:57214fa5430399dffd54f4be37b56fe22cedb2b98862550d43cc085fb698dc2c \
+    --hash=sha256:6843db0343e12e3f52cc58430ad559d850a53684f5b352540ca3f1bc56df0731 \
+    --hash=sha256:577791f948d34d569acb2d1add5831731c59d5a0c50a6d9f629ae1cefd9ca4a0 \
+    --hash=sha256:8662aabfeab00cea149a3d1c2999b0731e70c6b5bac596d95d13f643e76d3d4e \
+    --hash=sha256:837398c2ec00228679513802e3744d1e8e3cb1204aa6ad408b6aff081e99a487 \
+    --hash=sha256:bf44a9a0141a082e89c90e8d785b212a872db793a0080c20f6ae6e2a0ebf82ad \
+    --hash=sha256:29c4688ace466a365b85a51dcc5e3c853c1d283f293dfcc12f7a77e498f160d2 \
+    --hash=sha256:99cc66b33c418cd579c0f03b77b94263c305c389cb0c6972dac420f24b3bf123 \
+    --hash=sha256:65867d63f0fd1b500fa343d7798fa64e9e681b594e0a07dc934c13e76ee28fb1 \
+    --hash=sha256:f5033952def24172e60493b68717792e3aebb387a8d186c43c020d9363ee7281 \
+    --hash=sha256:7057613efefd36cacabbdbcef010e0a9c20a88fc07eb3e616019ea1692fa5df4 \
+    --hash=sha256:6539314d84c4d36f28d73adc1b45e9f4ee2a89cdc7e5d2b0a6dbacba31906798 \
+    --hash=sha256:672b539db20fef6b03d6f7a14b5825d57c98e4026401fce838849f8de73fe4d4 \
+    --hash=sha256:95e9094162fa712f18b4f60896e34b621df99147c2cee216cfa8f022294e8e9f \
+    --hash=sha256:b9aa9d8818c2e917fa2c105ad538e222a5bce59777133840b93134022a7ce650 \
+    --hash=sha256:e4b9b7af398c32e408c00eb4e0d33ced2f9121fd9fb978e6c1b57edd014a7d15 \
+    --hash=sha256:e613514a82539fc48291d01933951a13ae93b6b444a88782480be32245ed4afa \
+    --hash=sha256:9b219511d8b64d3fa14261963933be34028ea0e57455baf6781fe399c2c3206c \
+    --hash=sha256:c0b48b98d79cf795b0916c57bebbc6d16bb43b9fc9b8c9f57f4cf05881904c75 \
+    --hash=sha256:15419020b0e812b40d96ec9d369b2bc8109cc3295eac6e013d3261343580cc7e \
+    --hash=sha256:12a453e03124069b6896107ee133ae3ab04c624bb10683e1ed1c1663df17c13c \
+    --hash=sha256:ae8f34d50af2c2154035984b8b5fc5d9ed63f32fe615646ab435b05b132ca91b
+chardet==3.0.4 \
+    --hash=sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691 \
+    --hash=sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae
+decorator==4.4.2 \
+    --hash=sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760 \
+    --hash=sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7
+docopt==0.6.2 \
+    --hash=sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491
+future==0.18.2 \
+    --hash=sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d
+google-auth==1.21.1 \
+    --hash=sha256:bcbd9f970e7144fe933908aa286d7a12c44b7deb6d78a76871f0377a29d09789 \
+    --hash=sha256:f4d5093f13b1b1c0a434ab1dc851cd26a983f86a4d75c95239974e33ed406a87
+google-auth-oauthlib==0.4.1 \
+    --hash=sha256:88d2cd115e3391eb85e1243ac6902e76e77c5fe438b7276b297fbe68015458dd \
+    --hash=sha256:a92a0f6f41a0fb6138454fbc02674e64f89d82a244ea32f98471733c8ef0e0e1
+grpcio==1.32.0 \
+    --hash=sha256:3afb058b6929eba07dba9ae6c5b555aa1d88cb140187d78cc510bd72d0329f28 \
+    --hash=sha256:a8004b34f600a8a51785e46859cd88f3386ef67cccd1cfc7598e3d317608c643 \
+    --hash=sha256:e6786f6f7be0937614577edcab886ddce91b7c1ea972a07ef9972e9f9ecbbb78 \
+    --hash=sha256:e467af6bb8f5843f5a441e124b43474715cfb3981264e7cd227343e826dcc3ce \
+    --hash=sha256:1376a60f9bfce781b39973f100b5f67e657b5be479f2fd8a7d2a408fc61c085c \
+    --hash=sha256:ce617e1c4a39131f8527964ac9e700eb199484937d7a0b3e52655a3ba50d5fb9 \
+    --hash=sha256:99bac0e2c820bf446662365df65841f0c2a55b0e2c419db86eaf5d162ddae73e \
+    --hash=sha256:6d869a3e8e62562b48214de95e9231c97c53caa7172802236cd5d60140d7cddd \
+    --hash=sha256:182c64ade34c341398bf71ec0975613970feb175090760ab4f51d1e9a5424f05 \
+    --hash=sha256:9c0d8f2346c842088b8cbe3e14985b36e5191a34bf79279ba321a4bf69bd88b7 \
+    --hash=sha256:4775bc35af9cd3b5033700388deac2e1d611fa45f4a8dcb93667d94cb25f0444 \
+    --hash=sha256:be98e3198ec765d0a1e27f69d760f69374ded8a33b953dcfe790127731f7e690 \
+    --hash=sha256:378fe80ec5d9353548eb2a8a43ea03747a80f2e387c4f177f2b3ff6c7d898753 \
+    --hash=sha256:f7d508691301027033215d3662dab7e178f54d5cca2329f26a71ae175d94b83f \
+    --hash=sha256:25959a651420dd4a6fd7d3e8dee53f4f5fd8c56336a64963428e78b276389a59 \
+    --hash=sha256:ac7028d363d2395f3d755166d0161556a3f99500a5b44890421ccfaaf2aaeb08 \
+    --hash=sha256:c31e8a219650ddae1cd02f5a169e1bffe66a429a8255d3ab29e9363c73003b62 \
+    --hash=sha256:e28e4c0d4231beda5dee94808e3a224d85cbaba3cfad05f2192e6f4ec5318053 \
+    --hash=sha256:f03dfefa9075dd1c6c5cc27b1285c521434643b09338d8b29e1d6a27b386aa82 \
+    --hash=sha256:c4966d746dccb639ef93f13560acbe9630681c07f2b320b7ec03fe2c8f0a1f15 \
+    --hash=sha256:ec10d5f680b8e95a06f1367d73c5ddcc0ed04a3f38d6e4c9346988fb0cea2ffa \
+    --hash=sha256:28677f057e2ef11501860a7bc15de12091d40b95dd0fddab3c37ff1542e6b216 \
+    --hash=sha256:0f3f09269ffd3fded430cd89ba2397eabbf7e47be93983b25c187cdfebb302a7 \
+    --hash=sha256:4396b1d0f388ae875eaf6dc05cdcb612c950fd9355bc34d38b90aaa0665a0d4b \
+    --hash=sha256:1ada89326a364a299527c7962e5c362dbae58c67b283fe8383c4d952b26565d5 \
+    --hash=sha256:1d384a61f96a1fc6d5d3e0b62b0a859abc8d4c3f6d16daba51ebf253a3e7df5d \
+    --hash=sha256:e811ce5c387256609d56559d944a974cc6934a8eea8c76e7c86ec388dc06192d \
+    --hash=sha256:07b430fa68e5eecd78e2ad529ab80f6a234b55fc1b675fe47335ccbf64c6c6c8 \
+    --hash=sha256:0e3edd8cdb71809d2455b9dbff66b4dd3d36c321e64bfa047da5afdfb0db332b \
+    --hash=sha256:6f7947dad606c509d067e5b91a92b250aa0530162ab99e4737090f6b17eb12c4 \
+    --hash=sha256:7cda998b7b551503beefc38db9be18c878cfb1596e1418647687575cdefa9273 \
+    --hash=sha256:c58825a3d8634cd634d8f869afddd4d5742bdb59d594aea4cea17b8f39269a55 \
+    --hash=sha256:ef9bd7fdfc0a063b4ed0efcab7906df5cae9bbcf79d05c583daa2eba56752b00 \
+    --hash=sha256:1ce6f5ff4f4a548c502d5237a071fa617115df58ea4b7bd41dac77c1ab126e9c \
+    --hash=sha256:f12900be4c3fd2145ba94ab0d80b7c3d71c9e6414cfee2f31b1c20188b5c281f \
+    --hash=sha256:f53f2dfc8ff9a58a993e414a016c8b21af333955ae83960454ad91798d467c7b \
+    --hash=sha256:5bddf9d53c8df70061916c3bfd2f468ccf26c348bb0fb6211531d895ed5e4c72 \
+    --hash=sha256:14c0f017bfebbc18139551111ac58ecbde11f4bc375b73a53af38927d60308b6 \
+    --hash=sha256:01d3046fe980be25796d368f8fc5ff34b7cf5e1444f3789a017a7fe794465639
+idna==2.10 \
+    --hash=sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0 \
+    --hash=sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6
+importlib-metadata==1.7.0; python_version < "3.8" \
+    --hash=sha256:dc15b2969b4ce36305c51eebe62d418ac7791e9a157911d58bfb1f9ccd8e2070 \
+    --hash=sha256:90bb658cdbbf6d1735b6341ce708fc7024a3e14e99ffdc5783edea9f9b077f83
+joblib==0.16.0 \
+    --hash=sha256:d348c5d4ae31496b2aa060d6d9b787864dd204f9480baaa52d18850cb43e9f49 \
+    --hash=sha256:8f52bf24c64b608bf0b2563e0e47d6fcf516abc8cfafe10cfd98ad66d94f92d6
+jsonpickle==0.9.6 \
+    --hash=sha256:545b3bee0d65e1abb4baa1818edcc9ec239aa9f2ffbfde8084d71c056180054f
+librosa==0.8.0 \
+    --hash=sha256:af0b9f2ed4bbf6aecbc448a4cd27c16453c397cb6bef0f0cfba0e63afea2b839
+llvmlite==0.34.0 \
+    --hash=sha256:11342e5ac320c953590bdd9d0dec8c52f4b5252c4c6335ba25f1e7b9f91f9325 \
+    --hash=sha256:5bdf0ce430adfaf938ced5844d12f80616eb8321b5b9edfc45ef84ada5c5242c \
+    --hash=sha256:e08d9d2dc5a31636bfc6b516d2d7daba95632afa3419eb8730dc76a7951e9558 \
+    --hash=sha256:9ff1dcdad03be0cf953aca5fc8cffdca25ccee2ec9e8ec7e95571722cdc02d55 \
+    --hash=sha256:5acdc3c3c7ea0ef7a1a6b442272e05d695bc8492e5b07666135ed1cfbf4ab9d2 \
+    --hash=sha256:bb96989bc57a1ccb131e7a0e061d07b68139b6f81a98912345d53d9239e231e1 \
+    --hash=sha256:6d3f81992f52a94077e7b9b16497029daf5b5eebb2cce56f3c8345bbc9c6308e \
+    --hash=sha256:d841248d1c630426c93e3eb3f8c45bca0dab77c09faeb7553b1a500220e362ce \
+    --hash=sha256:408b15ffec30696406e821c89da010f1bb1eb0aa572be4561c98eb2536d610ab \
+    --hash=sha256:5d1f370bf150db7239204f09cf6a0603292ea28bac984e69b167e16fe160d803 \
+    --hash=sha256:132322bc084abf336c80dd106f9357978c8c085911fb656898d3be0d9ff057ea \
+    --hash=sha256:8f344102745fceba6eb5bf03c228bb290e9bc79157e9506a4a72878d636f9b3c \
+    --hash=sha256:05253f3f44fab0148276335b2c1b2c4a78143dfa78e6bafd7f937d6248f297cc \
+    --hash=sha256:28264f9e2b3df4135cbcfca5a91c5b0b31dd3fc02fa623b4bb13327f0cd4fc80 \
+    --hash=sha256:964f8f7a2184963cb3617d057c2382575953e488b7bb061b632ee014cfef110a \
+    --hash=sha256:f03ee0d19bca8f2fe922bb424a909d05c28411983b0c2bc58b020032a0d11f63
+markdown==3.2.2 \
+    --hash=sha256:c467cd6233885534bf0fe96e62e3cf46cfc1605112356c4f9981512b8174de59 \
+    --hash=sha256:1fafe3f1ecabfb514a5285fca634a53c1b32a81cb0feb154264d55bf2ff22c17
+mido==1.2.9 \
+    --hash=sha256:fc6364efa028c8405166f63e6a83cbc6c17aaeac2c28680abe64ae48703a89dd \
+    --hash=sha256:c4a7d5528fefa3d3dcaa2056d4bc873e2c96a395658d15af5a89c8c3fa7c7acc
+-e git+https://github.com/craffel/mir_eval.git@ffb77ba720d4d0cea030fc6e3d034913510e21d6#egg=mir-eval
+munch==2.5.0 \
+    --hash=sha256:6f44af89a2ce4ed04ff8de41f70b226b984db10a91dcc7b9ac2efc1c77022fdd \
+    --hash=sha256:2d735f6f24d4dba3417fa448cae40c6e896ec1fdab6cdb5e6510999758a4dbd2
+numba==0.51.2 \
+    --hash=sha256:af798310eeb318c56cdb83254abbe9a938cc0182d08671d7f9f032dc817e064d \
+    --hash=sha256:93e18350f2094e7432321c1275730a3143b94af012fb609cc180fa376c44867f \
+    --hash=sha256:9e2bb1f129bfadd757ad7a9c18ab79c3ab25ce6d6a68e58565d6c52ad07b3566 \
+    --hash=sha256:31cdf6b6d1301d5fb6c4fcb8b4c711ba5c9f60ba2fca008b550da9b56185367c \
+    --hash=sha256:df6edca13c04a31fdb5addf5205199478a7da372712829157ef491e8a6e7031f \
+    --hash=sha256:a628122dacfcba9a3ea68a9e95578c6b6391016e34962c46550ea8e189e0412e \
+    --hash=sha256:106736d5a8dab6bebce989d4ab1b3f169c264582598f172e6e5b736210d2e834 \
+    --hash=sha256:a12f16fdb4ca5edc94e2ef412e4e768c29217ef9b6fdfc237d064ebe30acfe14 \
+    --hash=sha256:025b033fd31c44bba17802293c81270084b5454b5b055b8c10c394385c232f00 \
+    --hash=sha256:081788f584fa500339e9b74bf02e3c5029d408c114e555ada19cae0b92721416 \
+    --hash=sha256:5416b584183fd599afda11b947b64f89450fcf26a9c15b408167f412b98a3a94 \
+    --hash=sha256:05da65dca2ac28a192c9d8f20e9e477eb1237205cfc4d131c414f5f8092c6639 \
+    --hash=sha256:aee435e3b7e465dd49971f8ea76aa414532a87736916cb399534e017334d1138 \
+    --hash=sha256:bbbe2432433b11d3fadab0226a84c1a81918cb905ba1aeb022249e8d2ba8856c \
+    --hash=sha256:259e7c15b24feec4a99fb41eb8c47b5ad49b544d1a5ad40ad0252ef531ba06fd \
+    --hash=sha256:16bd59572114adbf5f600ea383880d7b2071ae45477e84a24994e089ea390768
+numpy==1.19.1 \
+    --hash=sha256:b1cca51512299841bf69add3b75361779962f9cee7d9ee3bb446d5982e925b69 \
+    --hash=sha256:c9591886fc9cbe5532d5df85cb8e0cc3b44ba8ce4367bd4cf1b93dc19713da72 \
+    --hash=sha256:cf1347450c0b7644ea142712619533553f02ef23f92f781312f6a3553d031fc7 \
+    --hash=sha256:ed8a311493cf5480a2ebc597d1e177231984c818a86875126cfd004241a73c3e \
+    --hash=sha256:3673c8b2b29077f1b7b3a848794f8e11f401ba0b71c49fbd26fb40b71788b132 \
+    --hash=sha256:56ef7f56470c24bb67fb43dae442e946a6ce172f97c69f8d067ff8550cf782ff \
+    --hash=sha256:aaf42a04b472d12515debc621c31cf16c215e332242e7a9f56403d814c744624 \
+    --hash=sha256:082f8d4dd69b6b688f64f509b91d482362124986d98dc7dc5f5e9f9b9c3bb983 \
+    --hash=sha256:e4f6d3c53911a9d103d8ec9518190e52a8b945bab021745af4939cfc7c0d4a9e \
+    --hash=sha256:5b6885c12784a27e957294b60f97e8b5b4174c7504665333c5e94fbf41ae5d6a \
+    --hash=sha256:1bc0145999e8cb8aed9d4e65dd8b139adf1919e521177f198529687dbf613065 \
+    --hash=sha256:5a936fd51049541d86ccdeef2833cc89a18e4d3808fe58a8abeb802665c5af93 \
+    --hash=sha256:ef71a1d4fd4858596ae80ad1ec76404ad29701f8ca7cdcebc50300178db14dfc \
+    --hash=sha256:b9792b0ac0130b277536ab8944e7b754c69560dac0415dd4b2dbd16b902c8954 \
+    --hash=sha256:b12e639378c741add21fbffd16ba5ad25c0a1a17cf2b6fe4288feeb65144f35b \
+    --hash=sha256:8343bf67c72e09cfabfab55ad4a43ce3f6bf6e6ced7acf70f45ded9ebb425055 \
+    --hash=sha256:e45f8e981a0ab47103181773cc0a54e650b2aef8c7b6cd07405d0fa8d869444a \
+    --hash=sha256:667c07063940e934287993366ad5f56766bc009017b4a0fe91dbd07960d0aba7 \
+    --hash=sha256:480fdd4dbda4dd6b638d3863da3be82873bba6d32d1fc12ea1b8486ac7b8d129 \
+    --hash=sha256:935c27ae2760c21cd7354402546f6be21d3d0c806fffe967f745d5f2de5005a7 \
+    --hash=sha256:309cbcfaa103fc9a33ec16d2d62569d541b79f828c382556ff072442226d1968 \
+    --hash=sha256:7ed448ff4eaffeb01094959b19cbaf998ecdee9ef9932381420d514e446601cd \
+    --hash=sha256:de8b4a9b56255797cbddb93281ed92acbc510fb7b15df3f01bd28f46ebc4edae \
+    --hash=sha256:92feb989b47f83ebef246adabc7ff3b9a59ac30601c3f6819f8913458610bdcc \
+    --hash=sha256:e1b1dc0372f530f26a03578ac75d5e51b3868b9b76cd2facba4c9ee0eb252ab1 \
+    --hash=sha256:b8456987b637232602ceb4d663cb34106f7eb780e247d51a260b84760fd8f491
+oauthlib==3.1.0 \
+    --hash=sha256:df884cd6cbe20e32633f1db1072e9356f53638e4361bef4e8b03c9127c9328ea \
+    --hash=sha256:bee41cc35fcca6e988463cacc3bcb8a96224f470ca547e697b604cc697b2f889
+packaging==20.4 \
+    --hash=sha256:998416ba6962ae7fbd6596850b80e17859a5753ba17c32284f67bfff33784181 \
+    --hash=sha256:4357f74f47b9c12db93624a82154e9b120fa8293699949152b22065d556079f8
+pillow==7.2.0 \
+    --hash=sha256:1ca594126d3c4def54babee699c055a913efb01e106c309fa6b04405d474d5ae \
+    --hash=sha256:c92302a33138409e8f1ad16731568c55c9053eee71bb05b6b744067e1b62380f \
+    --hash=sha256:8dad18b69f710bf3a001d2bf3afab7c432785d94fcf819c16b5207b1cfd17d38 \
+    --hash=sha256:431b15cffbf949e89df2f7b48528be18b78bfa5177cb3036284a5508159492b5 \
+    --hash=sha256:09d7f9e64289cb40c2c8d7ad674b2ed6105f55dc3b09aa8e4918e20a0311e7ad \
+    --hash=sha256:0295442429645fa16d05bd567ef5cff178482439c9aad0411d3f0ce9b88b3a6f \
+    --hash=sha256:ec29604081f10f16a7aea809ad42e27764188fc258b02259a03a8ff7ded3808d \
+    --hash=sha256:612cfda94e9c8346f239bf1a4b082fdd5c8143cf82d685ba2dba76e7adeeb233 \
+    --hash=sha256:0a80dd307a5d8440b0a08bd7b81617e04d870e40a3e46a32d9c246e54705e86f \
+    --hash=sha256:06aba4169e78c439d528fdeb34762c3b61a70813527a2c57f0540541e9f433a8 \
+    --hash=sha256:f7e30c27477dffc3e85c2463b3e649f751789e0f6c8456099eea7ddd53be4a8a \
+    --hash=sha256:ffe538682dc19cc542ae7c3e504fdf54ca7f86fb8a135e59dd6bc8627eae6cce \
+    --hash=sha256:94cf49723928eb6070a892cb39d6c156f7b5a2db4e8971cb958f7b6b104fb4c4 \
+    --hash=sha256:6edb5446f44d901e8683ffb25ebdfc26988ee813da3bf91e12252b57ac163727 \
+    --hash=sha256:52125833b070791fcb5710fabc640fc1df07d087fc0c0f02d3661f76c23c5b8b \
+    --hash=sha256:9ad7f865eebde135d526bb3163d0b23ffff365cf87e767c649550964ad72785d \
+    --hash=sha256:c79f9c5fb846285f943aafeafda3358992d64f0ef58566e23484132ecd8d7d63 \
+    --hash=sha256:d350f0f2c2421e65fbc62690f26b59b0bcda1b614beb318c81e38647e0f673a1 \
+    --hash=sha256:6d7741e65835716ceea0fd13a7d0192961212fd59e741a46bbed7a473c634ed6 \
+    --hash=sha256:edf31f1150778abd4322444c393ab9c7bd2af271dd4dafb4208fb613b1f3cdc9 \
+    --hash=sha256:d08b23fdb388c0715990cbc06866db554e1822c4bdcf6d4166cf30ac82df8c41 \
+    --hash=sha256:5e51ee2b8114def244384eda1c82b10e307ad9778dac5c83fb0943775a653cd8 \
+    --hash=sha256:725aa6cfc66ce2857d585f06e9519a1cc0ef6d13f186ff3447ab6dff0a09bc7f \
+    --hash=sha256:a060cf8aa332052df2158e5a119303965be92c3da6f2d93b6878f0ebca80b2f6 \
+    --hash=sha256:9c87ef410a58dd54b92424ffd7e28fd2ec65d2f7fc02b76f5e9b2067e355ebf6 \
+    --hash=sha256:e901964262a56d9ea3c2693df68bc9860b8bdda2b04768821e4c44ae797de117 \
+    --hash=sha256:25930fadde8019f374400f7986e8404c8b781ce519da27792cbe46eabec00c4d \
+    --hash=sha256:97f9e7953a77d5a70f49b9a48da7776dc51e9b738151b22dacf101641594a626
+pooch==1.2.0 \
+    --hash=sha256:aee50e16ca143b581bf598890737a5838b1818bc30a5863f0b67ec405bd9081c \
+    --hash=sha256:6a86613604cb0e1f27ee16c02a005a9494e57ba9d33dc3463739c44ad5be4cba
+pretty-midi==0.2.9 \
+    --hash=sha256:f6a249cb843441e1cb78c4c0a1290948d6f56df7486f7974e20d5c80486dc99e
+protobuf==3.13.0 \
+    --hash=sha256:9c2e63c1743cba12737169c447374fab3dfeb18111a460a8c1a000e35836b18c \
+    --hash=sha256:1e834076dfef9e585815757a2c7e4560c7ccc5962b9d09f831214c693a91b463 \
+    --hash=sha256:df3932e1834a64b46ebc262e951cd82c3cf0fa936a154f0a42231140d8237060 \
+    --hash=sha256:8c35bcbed1c0d29b127c886790e9d37e845ffc2725cc1db4bd06d70f4e8359f4 \
+    --hash=sha256:339c3a003e3c797bc84499fa32e0aac83c768e67b3de4a5d7a5a9aa3b0da634c \
+    --hash=sha256:361acd76f0ad38c6e38f14d08775514fbd241316cce08deb2ce914c7dfa1184a \
+    --hash=sha256:9edfdc679a3669988ec55a989ff62449f670dfa7018df6ad7f04e8dbacb10630 \
+    --hash=sha256:5db9d3e12b6ede5e601b8d8684a7f9d90581882925c96acf8495957b4f1b204b \
+    --hash=sha256:c8abd7605185836f6f11f97b21200f8a864f9cb078a193fe3c9e235711d3ff1e \
+    --hash=sha256:4d1174c9ed303070ad59553f435846a2f877598f59f9afc1b89757bdf846f2a7 \
+    --hash=sha256:0bba42f439bf45c0f600c3c5993666fcb88e8441d011fad80a11df6f324eef33 \
+    --hash=sha256:c0c5ab9c4b1eac0a9b838f1e46038c3175a95b0f2d944385884af72876bd6bc7 \
+    --hash=sha256:f68eb9d03c7d84bd01c790948320b768de8559761897763731294e3bc316decb \
+    --hash=sha256:91c2d897da84c62816e2f473ece60ebfeab024a16c1751aaf31100127ccd93ec \
+    --hash=sha256:3dee442884a18c16d023e52e32dd34a8930a889e511af493f6dc7d4d9bf12e4f \
+    --hash=sha256:e7662437ca1e0c51b93cadb988f9b353fa6b8013c0385d63a70c8a77d84da5f9 \
+    --hash=sha256:d69697acac76d9f250ab745b46c725edf3e98ac24763990b24d58c16c642947a \
+    --hash=sha256:6a82e0c8bb2bf58f606040cc5814e07715b2094caeba281e2e7d0b0e2e397db5
+py-cpuinfo==7.0.0 \
+    --hash=sha256:9aa2e49675114959697d25cf57fec41c29b55887bff3bc4809b44ac6f5730097
+pyasn1==0.4.8 \
+    --hash=sha256:fec3e9d8e36808a28efb59b489e4528c10ad0f480e57dcc32b4de5c9d8c9fdf3 \
+    --hash=sha256:0458773cfe65b153891ac249bcf1b5f8f320b7c2ce462151f8fa74de8934becf \
+    --hash=sha256:5c9414dcfede6e441f7e8f81b43b34e834731003427e5b09e4e00e3172a10f00 \
+    --hash=sha256:6e7545f1a61025a4e58bb336952c5061697da694db1cae97b116e9c46abcf7c8 \
+    --hash=sha256:39c7e2ec30515947ff4e87fb6f456dfc6e84857d34be479c9d4a4ba4bf46aa5d \
+    --hash=sha256:78fa6da68ed2727915c4767bb386ab32cdba863caa7dbe473eaae45f9959da86 \
+    --hash=sha256:08c3c53b75eaa48d71cf8c710312316392ed40899cb34710d092e96745a358b7 \
+    --hash=sha256:03840c999ba71680a131cfaee6fab142e1ed9bbd9c693e285cc6aca0d555e576 \
+    --hash=sha256:7ab8a544af125fb704feadb008c99a88805126fb525280b2270bb25cc1d78a12 \
+    --hash=sha256:e89bf84b5437b532b0803ba5c9a5e054d21fec423a89952a74f87fa2c9b7bce2 \
+    --hash=sha256:014c0e9976956a08139dc0712ae195324a75e142284d5f87f1a87ee1b068a359 \
+    --hash=sha256:99fcc3c8d804d1bc6d9a099921e39d827026409a58f2a720dcdb89374ea0c776 \
+    --hash=sha256:aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba
+pyasn1-modules==0.2.8 \
+    --hash=sha256:905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e \
+    --hash=sha256:0fe1b68d1e486a1ed5473f1302bd991c1611d319bba158e98b106ff86e1d7199 \
+    --hash=sha256:fe0644d9ab041506b62782e92b06b8c68cca799e1a9636ec398675459e031405 \
+    --hash=sha256:a99324196732f53093a84c4369c996713eb8c89d360a496b599fb1a9c47fc3eb \
+    --hash=sha256:0845a5582f6a02bb3e1bde9ecfc4bfcae6ec3210dd270522fee602365430c3f8 \
+    --hash=sha256:a50b808ffeb97cb3601dd25981f6b016cbb3d31fbf57a8b8a87428e6158d0c74 \
+    --hash=sha256:f39edd8c4ecaa4556e989147ebf219227e2cd2e8a43c7e7fcb1f1c18c5fd6a3d \
+    --hash=sha256:b80486a6c77252ea3a3e9b1e360bc9cf28eaac41263d173c032581ad2f20fe45 \
+    --hash=sha256:65cebbaffc913f4fe9e4808735c95ea22d7a7775646ab690518c056784bc21b4 \
+    --hash=sha256:15b7c67fabc7fc240d87fb9aabf999cf82311a6d6fb2c70d00d3d0604878c811 \
+    --hash=sha256:426edb7a5e8879f1ec54a1864f16b882c2837bfd06eee62f2c982315ee2473ed \
+    --hash=sha256:cbac4bc38d117f2a49aeedec4407d23e8866ea4ac27ff2cf7fb3e5b570df19e0 \
+    --hash=sha256:c29a5e5cc7a3f05926aff34e097e84f8589cd790ce0ed41b67aed6857b26aafd
+pycparser==2.20 \
+    --hash=sha256:7582ad22678f0fcd81102833f60ef8d0e57288b6b5fb00323d101be910e35705 \
+    --hash=sha256:2d475327684562c3a96cc71adf7dc8c4f0565175cf86b6d7a404ff4c771f15f0
+pyparsing==2.4.7 \
+    --hash=sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b \
+    --hash=sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1
+requests==2.24.0 \
+    --hash=sha256:fe75cc94a9443b9246fc7049224f75604b113c36acb93f87b80ed42c44cbb898 \
+    --hash=sha256:b3559a131db72c33ee969480840fff4bb6dd111de7dd27c8ee1f820f4f00231b
+requests-oauthlib==1.3.0 \
+    --hash=sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a \
+    --hash=sha256:7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d \
+    --hash=sha256:fa6c47b933f01060936d87ae9327fead68768b69c6c9ea2109c48be30f2d4dbc
+resampy==0.2.2 \
+    --hash=sha256:62af020d8a6674d8117f62320ce9470437bb1d738a5d06cd55591b69b463929e
+rsa==4.6; python_version >= "3.5" \
+    --hash=sha256:6166864e23d6b5195a5cfed6cd9fed0fe774e226d8f854fcb23b7bbef0350233 \
+    --hash=sha256:109ea5a66744dd859bf16fe904b8d8b627adafb9408753161e766a92e7d681fa
+sacred==0.7.4 \
+    --hash=sha256:43a299045e73c0f1eaa70e3901f749a002362548685569f54b0a9853bd750362 \
+    --hash=sha256:a5e624b8998b7f8320cfc790cd63bc5c09cfc1587e4818a83cf00de2868e25ba
+scikit-learn==0.23.2 \
+    --hash=sha256:20766f515e6cd6f954554387dfae705d93c7b544ec0e6c6a5d8e006f6f7ef480 \
+    --hash=sha256:98508723f44c61896a4e15894b2016762a55555fbf09365a0bb1870ecbd442de \
+    --hash=sha256:a64817b050efd50f9abcfd311870073e500ae11b299683a519fbb52d85e08d25 \
+    --hash=sha256:daf276c465c38ef736a79bd79fc80a249f746bcbcae50c40945428f7ece074f8 \
+    --hash=sha256:cb3e76380312e1f86abd20340ab1d5b3cc46a26f6593d3c33c9ea3e4c7134028 \
+    --hash=sha256:0a127cc70990d4c15b1019680bfedc7fec6c23d14d3719fdf9b64b22d37cdeca \
+    --hash=sha256:2aa95c2f17d2f80534156215c87bee72b6aa314a7f8b8fe92a2d71f47280570d \
+    --hash=sha256:6c28a1d00aae7c3c9568f61aafeaad813f0f01c729bee4fd9479e2132b215c1d \
+    --hash=sha256:da8e7c302003dd765d92a5616678e591f347460ac7b53e53d667be7dfe6d1b10 \
+    --hash=sha256:d9a1ce5f099f29c7c33181cc4386660e0ba891b21a60dc036bf369e3a3ee3aec \
+    --hash=sha256:914ac2b45a058d3f1338d7736200f7f3b094857758895f8667be8a81ff443b5b \
+    --hash=sha256:7671bbeddd7f4f9a6968f3b5442dac5f22bf1ba06709ef888cc9132ad354a9ab \
+    --hash=sha256:d0dcaa54263307075cb93d0bee3ceb02821093b1b3d25f66021987d305d01dce \
+    --hash=sha256:5ce7a8021c9defc2b75620571b350acc4a7d9763c25b7593621ef50f3bd019a2 \
+    --hash=sha256:0d39748e7c9669ba648acf40fb3ce96b8a07b240db6888563a7cb76e05e0d9cc \
+    --hash=sha256:1b8a391de95f6285a2f9adffb7db0892718950954b7149a70c783dc848f104ea
+scipy==1.5.2 \
+    --hash=sha256:cca9fce15109a36a0a9f9cfc64f870f1c140cb235ddf27fe0328e6afb44dfed0 \
+    --hash=sha256:1c7564a4810c1cd77fcdee7fa726d7d39d4e2695ad252d7c86c3ea9d85b7fb8f \
+    --hash=sha256:07e52b316b40a4f001667d1ad4eb5f2318738de34597bd91537851365b6c61f1 \
+    --hash=sha256:d56b10d8ed72ec1be76bf10508446df60954f08a41c2d40778bc29a3a9ad9bce \
+    --hash=sha256:8e28e74b97fc8d6aa0454989db3b5d36fc27e69cef39a7ee5eaf8174ca1123cb \
+    --hash=sha256:6e86c873fe1335d88b7a4bfa09d021f27a9e753758fd75f3f92d714aa4093768 \
+    --hash=sha256:a0afbb967fd2c98efad5f4c24439a640d39463282040a88e8e928db647d8ac3d \
+    --hash=sha256:eecf40fa87eeda53e8e11d265ff2254729d04000cd40bae648e76ff268885d66 \
+    --hash=sha256:315aa2165aca31375f4e26c230188db192ed901761390be908c9b21d8b07df62 \
+    --hash=sha256:ec5fe57e46828d034775b00cd625c4a7b5c7d2e354c3b258d820c6c72212a6ec \
+    --hash=sha256:fc98f3eac993b9bfdd392e675dfe19850cc8c7246a8fd2b42443e506344be7d9 \
+    --hash=sha256:a785409c0fa51764766840185a34f96a0a93527a0ff0230484d33a8ed085c8f8 \
+    --hash=sha256:0a0e9a4e58a4734c2eba917f834b25b7e3b6dc333901ce7784fd31aefbd37b2f \
+    --hash=sha256:dac09281a0eacd59974e24525a3bc90fa39b4e95177e638a31b14db60d3fa806 \
+    --hash=sha256:92eb04041d371fea828858e4fff182453c25ae3eaa8782d9b6c32b25857d23bc \
+    --hash=sha256:066c513d90eb3fd7567a9e150828d39111ebd88d3e924cdfc9f8ce19ab6f90c9
+six==1.15.0 \
+    --hash=sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced \
+    --hash=sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259
+soundfile==0.10.3.post1 \
+    --hash=sha256:2d17e0a6fc2af0d6c1d868bafa5ec80aae6e186a97fec8db07ad6af29842fbc7 \
+    --hash=sha256:5e342ee293b896d31da67617fe65d0bdca217af193991b0cb6052353b1e0e506 \
+    --hash=sha256:4555438c2c4f02b39fea2ed40f6ddeda88a80cd1ee9dd129be4d5f5134698cc2 \
+    --hash=sha256:b361d4ac1519a2e516cabafa6bf7e93492f999f35d7d25350cd87fdc3e5cb27e \
+    --hash=sha256:490cff42650733d1832728b937fe99fa1802896f5ef4d61bcf78cf7ebecb107b
+tensorboard==2.3.0 \
+    --hash=sha256:d34609ed83ff01dd5b49ef81031cfc9c166bba0dabd60197024f14df5e8eae5e
+tensorboard-plugin-wit==1.7.0 \
+    --hash=sha256:ee775f04821185c90d9a0e9c56970ee43d7c41403beb6629385b39517129685b
+threadpoolctl==2.1.0 \
+    --hash=sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725 \
+    --hash=sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b
+torch==1.2.0 \
+    --hash=sha256:a8c21f82fd03b67927078ea917040478c3263753fe1906fc19d0f5f0c7d9aa10 \
+    --hash=sha256:880a0c22692eaebbce808a5bf2255ab7d345ab43c40795be0a421c6250ba0fb4 \
+    --hash=sha256:f63d489c54b4f170ce8335727bbb196ceb9acd0e7805477bbef8fabc914bc0f9 \
+    --hash=sha256:661ad06b4616663149bd504e8c0271196d0386712e21a92619d95ba88138794a \
+    --hash=sha256:2ac8e58b069232f079bd289aa160366a9367ae1a4616a2c1007dceed19ff9bfa \
+    --hash=sha256:a13bf6f78a49d844b85c142b8cd62d2e1833a11ed21ea0bc6b1ac73d24c76415 \
+    --hash=sha256:43a0e28c448ddeea65fb9e956bc743389592afac824095bdbc08e8a87364c639 \
+    --hash=sha256:b87fd224a7de3bc01ce87eb947698797b4514e27115b0aa60a56991515dd9dd6 \
+    --hash=sha256:0698d0a48014b9b8f36d93e69901eca2e7ec712cd2033908f7a77e7d86a4f0d7
+tqdm==4.48.2 \
+    --hash=sha256:1a336d2b829be50e46b84668691e0a2719f26c97c62846298dd5ae2937e4d5cf \
+    --hash=sha256:564d632ea2b9cb52979f7956e093e831c28d441c11751682f84c86fc46e4fd21
+urllib3==1.25.10 \
+    --hash=sha256:e7983572181f5e1522d9c98453462384ee92a0be7fac5f1413a1e35c56cc0461 \
+    --hash=sha256:91056c15fa70756691db97756772bb1eb9678fa585d9184f24534b100dc60f4a
+werkzeug==1.0.1 \
+    --hash=sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43 \
+    --hash=sha256:6c80b1e5ad3665290ea39320b91e1be1e0d5f60652b964a3070216de83d2e47c
+wheel==0.35.1; python_version >= "3" \
+    --hash=sha256:497add53525d16c173c2c1c733b8f655510e909ea78cc0e29d374243544b77a2 \
+    --hash=sha256:99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f
+wrapt==1.12.1 \
+    --hash=sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7
+zipp==3.1.0; python_version < "3.8" \
+    --hash=sha256:aa36550ff0c0b7ef7fa639055d797116ee891440eac1a56f378e2d3179e0320b \
+    --hash=sha256:c599e4d75c98f6798c509911d08a22e6c021d074469042177c8c86fb92eefd96
diff --git a/transcribe.py b/transcribe.py
index 79082dd..eaccbdc 100644
--- a/transcribe.py
+++ b/transcribe.py
@@ -3,18 +3,29 @@
 import sys
 
 import numpy as np
-import soundfile
+import librosa
 from mir_eval.util import midi_to_hz
+from torch import dtype
 
 from onsets_and_frames import *
 
+def float_samples_to_int16(y):
+  """Convert floating-point numpy array of audio samples to int16."""
+  # From https://github.com/tensorflow/magenta/blob/671501934ff6783a7912cc3e0e628fd0ea2dc609/magenta/music/audio_io.py#L48
+  if not issubclass(y.dtype.type, np.floating):
+    raise ValueError('input samples not floating-point')
+  return (y * np.iinfo(np.int16).max).astype(np.int16)
+
 
 def load_and_process_audio(flac_path, sequence_length, device):
 
     random = np.random.RandomState(seed=42)
 
-    audio, sr = soundfile.read(flac_path, dtype='int16')
+    audio, sr = librosa.load(flac_path, sr=SAMPLE_RATE)
+    audio = float_samples_to_int16(audio)
+    
     assert sr == SAMPLE_RATE
+    assert audio.dtype == 'int16'
 
     audio = torch.ShortTensor(audio)
 
@@ -50,15 +61,15 @@ def transcribe(model, audio):
     return predictions
 
 
-def transcribe_file(model_file, flac_paths, save_path, sequence_length,
+def transcribe_file(model_file, audio_paths, save_path, sequence_length,
                   onset_threshold, frame_threshold, device):
 
     model = torch.load(model_file, map_location=device).eval()
     summary(model)
 
-    for flac_path in flac_paths:
-        print(f'Processing {flac_path}...', file=sys.stderr)
-        audio = load_and_process_audio(flac_path, sequence_length, device)
+    for i,audio_path in enumerate(audio_paths):
+        print(f'{i+1}/{len(audio_paths)}: Processing {audio_path}...', file=sys.stderr)
+        audio = load_and_process_audio(audio_path, sequence_length, device)
         predictions = transcribe(model, audio)
 
         p_est, i_est, v_est = extract_notes(predictions['onset'], predictions['frame'], predictions['velocity'], onset_threshold, frame_threshold)
@@ -69,16 +80,16 @@ def transcribe_file(model_file, flac_paths, save_path, sequence_length,
         p_est = np.array([midi_to_hz(MIN_MIDI + midi) for midi in p_est])
 
         os.makedirs(save_path, exist_ok=True)
-        pred_path = os.path.join(save_path, os.path.basename(flac_path) + '.pred.png')
+        pred_path = os.path.join(save_path, os.path.basename(audio_path) + '.pred.png')
         save_pianoroll(pred_path, predictions['onset'], predictions['frame'])
-        midi_path = os.path.join(save_path, os.path.basename(flac_path) + '.pred.mid')
+        midi_path = os.path.join(save_path, os.path.basename(audio_path) + '.pred.mid')
         save_midi(midi_path, p_est, i_est, v_est)
 
 
 if __name__ == '__main__':
     parser = argparse.ArgumentParser()
     parser.add_argument('model_file', type=str)
-    parser.add_argument('flac_paths', type=str, nargs='+')
+    parser.add_argument('audio_paths', type=str, nargs='+')
     parser.add_argument('--save-path', type=str, default='.')
     parser.add_argument('--sequence-length', default=None, type=int)
     parser.add_argument('--onset-threshold', default=0.5, type=float)