List of articles related to deep learning applied to music
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Oct 31, 2019 - 173 commits
- TeX
#
music-information-retrieval
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FMA: A Dataset For Music Analysis
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Oct 30, 2019 - 184 commits
- Jupyter Notebook
Instructional notebooks on music information retrieval.
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Oct 26, 2019 - 391 commits
- Jupyter Notebook
rob-richards
commented
Mar 18, 2019
Hello,
I have a general question about the returned values from loudness. I used a commercially released song, Counting Stars by OneRepublic to analyze the loudness of each band and I was getting results greater than 1. Example:
{
"specific": {
"0": 4.282933235168457,
"1": 4.5460286140441895,
"2": 3.7146832942962646,
"3": 3.034522771835327,
"4"
superbock
commented
Mar 25, 2016
https://www.python.org/dev/peps/pep-0257/ lists some conventions how dostrings should be formatted. Most of the docstrings are compatible already, some are not.
Some are descriptive which violate the rule that a docstring should prescribe the function or method's effect as a command "Do this", "Return that", instead of "Returns the pathname ...".
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
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Oct 21, 2019 - 67 commits
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A C++ Library for Audio Analysis
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Oct 30, 2019 - 76 commits
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R wrapper for Spotify's Web API
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Oct 22, 2019 - 186 commits
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DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
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Oct 31, 2019 - 41 commits
- Python
The code for the MaD TwinNet. Demo page:
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Oct 9, 2019 - 132 commits
- Python
Collection of datasets used for Optical Music Recognition
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Oct 30, 2019 - 174 commits
- Python
A Machine Learning Approach of Thayers Emotional Model to Plot a 2D Cartesian and Polar Planes using x-axis as Valence and y-axis as Arousal
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Oct 31, 2019 - 8 commits
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Easily access song lyrics from Genius in a tibble. Formerly genisuR.
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Oct 29, 2019 - 148 commits
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Metadata, scripts and baselines for the MTG-Jamendo dataset
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Oct 28, 2019 - 103 commits
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:musical_keyboard: symbolic musical datasets
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Oct 7, 2019 - 106 commits
- Jupyter Notebook
Turkish Makam Music Symbolic Data Collection
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Sep 3, 2019 - 1 commits
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Automatic Music Genre Classification with Machine Learning Techniques
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Sep 30, 2019 - 36 commits
- Jupyter Notebook
Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201 - Computational Music Analysis. This introductory course on Music Information Retrieval is based on the text book "An Introduction to Audio Content Analysis", Wiley 2012
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Oct 17, 2019 - 172 commits
- TeX
Music genre classification model using CRNN
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Oct 2, 2019 - 106 commits
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Sciss
commented
Mar 1, 2018
Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook
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Oct 17, 2019 - 2 commits
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:headphones: lead sheet datasets in various formats
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Oct 31, 2019 - 30 commits
- Jupyter Notebook
Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".
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Oct 13, 2019 - 29 commits
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The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"
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Oct 23, 2019 - 45 commits
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Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"
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Oct 24, 2019 - 8 commits
- Python
As we've added lots of new algorithms, we should update the short introductory algorithms overview page accordingly.