mamezy

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

2021-ISMIR-MSS-Challenge-CWS-PResUNet

Music Source Separation; Train & Eval & Inference piplines and pretrained models we used for 2021 ISMIR MDX Challenge.

AudioLDM

AudioLDM: Generate speech, sound effects, music and beyond, with text.

song-solver

A Python application that allows users to sing in front of their laptop's microphone, processes the recording using the Whisper API, and then leverages a Large Language Model (LLM) to recognize the song.

basic-pitch

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

nnsvs

Neural network-based singing voice synthesis library for research

python-speech-recognition-course

Python Speech Recognition Course

lecture_dtw_notebook

demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

audio-transcription-bot

Audio Transcription WhatsApp Bot using Whisper

BasicAutoTranscriptionRepo

Basics of Pitch Estimation and Automatic Music Transcription

manim

Animation engine for explanatory math videos

crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

mt3

MT3: Multi-Task Multitrack Music Transcription

essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

text2music-emotion-embedding

dtw-python

Python port of R's Comprehensive Dynamic Time Warp algorithms package