ws-choi Goto Github PK

ai-research-code

amss-net

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

asteroid

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

audio_source_separation

An implementation of audio source separation tools.

bbds

bbds2017

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.

clusteringsimulator

cmc_assignment

cmc_assignment_java

good luck!

conditioned-source-separation-lasaft

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

conditioned-u-net-pytorch

An unofficial pytorch implementation of Conditioned-U-Net

cv

data_sensitive_hasnig

init

dataset

Dataset I collected. Usually I have found these dataset in research papers.

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}

digitrecognitionwithmlp

dissertation-slide

dnn-based_source_separation

A PyTorch implementation of DNN-based source separation.

encodec

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

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.

julius

Fast PyTorch based DSP for audio and 1D signals

lasaft-net-v2

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

lightning-hydra-template

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

lightsaft-net-for-mdx-challenge

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

linearregression

mall

mall