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ai-audio-startups

Community list of startups working with AI in audio and music technology

aisfx

Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.

astronify

Astronomical data sonification.

audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

auraloss

Collection of audio-focused loss functions in PyTorch

clap

Contrastive Language-Audio Pretraining

clap-microsoft

Learning audio concepts from natural language supervision

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

ddsp

DDSP: Differentiable Digital Signal Processing

descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1/24 kHz mono/stereo audio.

encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

jukebox

Code for the paper "Jukebox: A Generative Model for Music"

melgan

MelGAN vocoder (compatible with NVIDIA/tacotron2)

micro-tcn

Efficient neural networks for analog audio effect modeling

mir_identifying_actions_for_sound_event_classification

mir_ismir2018-oss-tutorial

ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research

mir_openl3

OpenL3: Open-source deep audio and image embeddings

ml_embedding-playbook

You want to embed your Tableau content in lots of places. Start here.

ml_pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pedalboard

🎛 🔊 A Python library for working with audio.

publications_papertemplates

Repository for paper templates in ISMIR Proceedings

pydsm

Python/Scipy toolbox for the design and simulation of ΔΣ Modulators, with emphasis on digital modulators

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

resemblyzer

A python package to analyze and compare voices with deep learning

riffusion

Stable diffusion for real-time music generation

riffusion-app

Stable diffusion for real-time music generation (web app)

sample-generator

Tools to train a generative model on arbitrary audio samples

soundstream

This repository is an implementation of this article: https://arxiv.org/pdf/2107.03312.pdf

speechmetrics

A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR

tiny-audio-diffusion

A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)