Music Source Separation; Train & Eval & Inference piplines and pretrained models we used for 2021 ISMIR MDX Challenge.
☆119Oct 16, 2022Updated 3 years ago
Alternatives and similar repositories for 2021-ISMIR-MSS-Challenge-CWS-PResUNet
Users that are interested in 2021-ISMIR-MSS-Challenge-CWS-PResUNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"☆33Apr 11, 2022Updated 3 years ago
- Pytorch: Channel-wise subband (CWS) input for better voice and accompaniment separation☆101Nov 12, 2021Updated 4 years ago
- The training code for the 4th place model at MDX 2021 leaderboard A.☆36Sep 1, 2021Updated 4 years ago
- 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☆234Feb 27, 2023Updated 3 years ago
- Music Demixing Challenge Submission Repo☆15Sep 8, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- a new stem dataset for Music Demixing research, from the OnAir royalty-free music project☆37Mar 14, 2023Updated 3 years ago
- Pytorch implementation of subband decomposition☆92Jul 26, 2022Updated 3 years ago
- A PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-base…☆80Jul 1, 2022Updated 3 years ago
- Unofficial PyTorch implementation of Music Source Separation with Band-split RNN☆189Jun 10, 2024Updated last year
- Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation☆117Jun 29, 2022Updated 3 years ago
- ☆52Sep 10, 2024Updated last year
- offical code for Dense-TSNet☆12Sep 17, 2024Updated last year
- An official implementation of the ICASSP 2024 paper: Dual-Path TFC-TDF UNet for Music Source Separation☆104Mar 19, 2024Updated 2 years ago
- Multi-Task Audio Source Separation, Two-Stage Model, Complex Domain.☆95Jun 13, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for the paper "MULTI-BAND MASKING FOR WAVEFORM-BASED SINGING VOICE SEPARATION" that was accepted on EUSIPCO2022☆15Jun 18, 2022Updated 3 years ago
- A PyTorch implementation of DNN-based source separation.☆311Mar 29, 2022Updated 4 years ago
- ☆24Feb 28, 2023Updated 3 years ago
- ☆23Aug 30, 2022Updated 3 years ago
- A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICAS…☆87Nov 13, 2022Updated 3 years ago
- ☆1,381Apr 18, 2024Updated last year
- The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022☆210Jul 14, 2022Updated 3 years ago
- Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features☆84May 3, 2023Updated 2 years ago
- STOI loss functions in PyTorch (mirror of https://github.com/mpariente/pytorch_stoi)☆15Aug 6, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- General Speech Restoration☆285Jan 13, 2024Updated 2 years ago
- ☆132Jan 6, 2023Updated 3 years ago
- High fidelity, lightweight, end-to-end, streaming, convolution-based neural audio codec☆116Jun 23, 2025Updated 9 months ago
- Model configurations for scaling SE models in the paper "Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enha…☆38Aug 7, 2024Updated last year
- Pytorch implementation of MDensenet and sparse NMF. Made for my undergraduate thesis "Music Source Separation with Supervised Learning Me…☆11Jan 31, 2021Updated 5 years ago
- PyTorch implementation of TinyWASE described in our paper "Compressing Speaker Extraction Model with Ultra-low Precision Quantization and…☆11Jun 28, 2021Updated 4 years ago
- An unofficial implementation of Lite-RTSE, a cost-effective lite model for real-time speech enhancement☆14Nov 19, 2023Updated 2 years ago
- Starter kit for getting started in the Music Demixing Challenge.☆140Jul 30, 2021Updated 4 years ago
- The implementation of "Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Real-Time Full-Band Speech Enhancement"☆53Feb 16, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Source Separation training codebase for the Sound Demixing Challenge 2023.☆45May 18, 2023Updated 2 years ago
- Moises Source Separation Public Dataset☆176Feb 5, 2025Updated last year
- Code for the paper: Unified Gradient Reweighting for Model Biasing with Applications to Source Separation☆14Nov 16, 2020Updated 5 years ago
- Source code for "BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement"☆14Feb 13, 2022Updated 4 years ago
- Tutorial covering Open Source tools for Source Separation.☆15Nov 12, 2021Updated 4 years ago
- ☆23Jul 16, 2025Updated 8 months ago
- ☆117Updated this week