The PyTorch-based audio source separation toolkit for researchers
☆2,561Oct 6, 2025Updated 6 months ago
Alternatives and similar repositories for asteroid
Users that are interested in asteroid 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 must-read paper for speech separation based on neural networks☆925Aug 11, 2025Updated 8 months ago
- An open source dataset for source separation☆485Feb 9, 2024Updated 2 years ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆762Apr 6, 2023Updated 3 years ago
- This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.☆1,407Jul 25, 2024Updated last year
- transform-average-concatenate (TAC) method for end-to-end microphone permutation and number invariant ad-hoc beamforming.☆304Jun 15, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Python library for Room Impulse Response (RIR) simulation with GPU acceleration☆589Jul 18, 2025Updated 9 months ago
- speech enhancement\speech seperation\sound source localization☆1,232Nov 14, 2023Updated 2 years ago
- Tools for Speech Enhancement integrated with Kaldi☆431Jul 6, 2023Updated 2 years ago
- ☆478Oct 12, 2023Updated 2 years ago
- Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech E…☆1,886Mar 14, 2023Updated 3 years ago
- A PyTorch-based Speech Toolkit☆11,447Apr 3, 2026Updated 2 weeks ago
- This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly i…☆477Jan 9, 2021Updated 5 years ago
- Different implementations of "Weighted Prediction Error" for speech dereverberation☆560Mar 19, 2025Updated last year
- Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-R…☆336Jul 6, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."☆600Aug 19, 2023Updated 2 years ago
- End-to-End Speech Processing Toolkit☆9,805Updated this week
- A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech…☆825Dec 1, 2020Updated 5 years ago
- Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for bea…☆1,840Apr 6, 2026Updated 2 weeks ago
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆1,143Nov 24, 2025Updated 4 months ago
- ☆330Feb 28, 2020Updated 6 years ago
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆1,048Jul 5, 2023Updated 2 years ago
- Unofficial PyTorch implementation of Google AI's VoiceFilter system☆1,200Jul 25, 2024Updated last year
- A library for speech data augmentation in time-domain☆685Aug 30, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A PyTorch implementation of DNN-based source separation.☆311Mar 29, 2022Updated 4 years ago
- Unofficial implementation of PercepNet: A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech☆366Jan 22, 2023Updated 3 years ago
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆523Feb 17, 2022Updated 4 years ago
- An open-source speech separation and enhancement library☆214May 13, 2020Updated 5 years ago
- Easy to use Beamformers for multi-channel speech separation/enhancement☆213Jan 26, 2021Updated 5 years ago
- Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch☆464Feb 14, 2023Updated 3 years ago
- Libri-CSS: dataset and evaluation pipeline☆152Jan 18, 2023Updated 3 years ago
- Audio processing by using pytorch 1D convolution network☆1,121Dec 7, 2025Updated 4 months ago
- Collection of EM algorithms for blind source separation of audio signals☆301May 19, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Collection of audio-focused loss functions in PyTorch☆860Jul 30, 2024Updated last year
- ☆117Jan 8, 2021Updated 5 years ago
- A PyTorch implementation of dual-path RNNs (DPRNNs) based speech separation described in "Dual-path RNN: efficient long sequence modeling…☆182Aug 5, 2020Updated 5 years ago
- Self-Supervised Speech Pre-training and Representation Learning Toolkit☆2,547Mar 12, 2026Updated last month
- ☆707Oct 2, 2024Updated last year
- PESQ (Perceptual Evaluation of Speech Quality) Wrapper for Python Users (narrow band and wide band)☆621Mar 18, 2026Updated last month
- A PyTorch implementation of "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" (see recipes in aps framework https:/…☆218Jul 6, 2023Updated 2 years ago