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ai-audio-datasets

This is a list of datasets consisting of speech, music, and sound effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications. It is mainly used for speech recognition, speech synthesis, singing voice synthesis, music information retrieval, music generation, etc.

articles

Miscellaneous repository for code content related to my Medium posts.

asr-music

Content of the research project on ASR in music. This repository contain the Kaldi's recipe and the explanation of how to use it.

attentionmic

Code accompanying the paper: An Attention Mechanism for Musical Instrument Recognition. ISMIR 2019

audio-signal-processing-in-python

Concepts learned from Audio Signal Processing for Music Applications via Coursera

audio_embed

Functions I find useful for embedding audio into Jupyter notebooks.

autoencoders

beautiful-jekyll

:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

beginners-pytorch-deep-learning

Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning

cadenza_webinar_may2023

Cadenza Webinar and Q&A - May 2023

conv-tasnet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

create_pictures_with_praat

A Praat script for creation of pictures (waveform, spectrogram, pitch contour, aligned with a textgrid). It creates figures in PNG PDF wmf eps, PraatPic, of all the Sound and TextGrid files it finds in a folder. The pictures contain a waveform (optional), a spectrogram(optional), the F0 track optional and a the content of the tiers of the TextGrid associated with the sound file optional

damp-vsep-singles

A pre-processing version of DAMP-VSEP dataset.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

demucs

Code for the paper Music Source Separation in the Waveform Domain

document_retrieval

A simple Document Retrieval System on Python

earthqueake_info

An Earquake information app for Iphone

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

format_tracker

Pure Data Formant Tracker

groadabike

haaqi-net

HAAQI-Net is a novel DNN-based non-intrusive method for assessing music audio quality in hearing aid users.

jamais-vu

Audio Fingerprinting and Recognition in Python using NVidia's CUDA

kaldi-dsing-task

DSing ASR task: Resources and Baseline for an unaccompanied singing ASR.

keras-unet-vocal-separation

lyrics-transcription-resources-

lyricstranscription_mirex2020

markdown-content

Markdown content for the www.aerobatic.io website

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

multitask-f0

Multitask learning for fundamental frequency estimation