ws-choi

Conditioned-Source-Separation-LaSAFT

A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICASSP 2021)

ISMIR2020_U_Nets_SVS

A PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for Music Information Retrieval Conference, ISMIR. 2020.

LASAFT-Net-v2

A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"

AMSS-Net

A PyTorch implementation of the paper: "AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries" (ACM Multimedia 2021)

sdx23

KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021

Conditioned-U-Net-pytorch

An unofficial pytorch implementation of Conditioned-U-Net

cv

encodec

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

LightSAFT-Net-for-MDX-Challenge

LightSAFT - An MDX Challenge Basline based on a light-weight version of LaSAFT GPoCM Net

ai-research-code

asteroid

The PyTorch-based audio source separation toolkit for researchers || Pretrained models available

audio_source_separation

An implementation of audio source separation tools.

blog-eng

based on Free and open-source Jekyll theme: https://agusmakmun.github.io

blog-kor

A content-first, sliding sidebar theme for Jekyll.

clotho-dataset

Python code for handling the Clotho dataset.

dcase-2021-baseline

Baseline system for Automated Audio Captioning task (Task 6) in DCASE 2021 Challenge

DepAudioNet_reproduction

Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.org/doi/10.1145/2988257.2988267), AVEC 2016}

dissertation-slide

DNN-based_source_separation

A PyTorch implementation of DNN-based source separation.

julius

Fast PyTorch based DSP for audio and 1D signals

lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

markdown-cv

a simple template to write your CV in a readable markdown file and use CSS to publish/print it.

mdx-submissions21

Music Demixing Challenge Submission Repo

productive-box

Are you an early 🐤 or a night 🦉? Let's check out in gist

speechbrain

A PyTorch-based Speech Toolkit

sqvae

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

voicefixer

General Speech Restoration

voicefixer_main

General Speech Restoration

ws-choi.github.io

WSRGlow

The official implementation of the Interspeech 2021 paper WSRGlow: A Glow-based Waveform Generative Model for Audio Super-Resolution.