iver56 / torch-audiomentationsLinks
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
☆1,113Updated 2 weeks ago
Alternatives and similar repositories for torch-audiomentations
Users that are interested in torch-audiomentations are comparing it to the libraries listed below
Sorting:
- Audio processing by using pytorch 1D convolution network☆1,106Updated this week
- A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.☆2,190Updated 2 months ago
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆515Updated 3 years ago
- A library for speech data augmentation in time-domain☆678Updated 4 years ago
- Collection of audio-focused loss functions in PyTorch☆829Updated last year
- ☆504Updated last year
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆656Updated 3 years ago
- Efficient Training of Audio Transformers with Patchout☆361Updated last year
- The PyTorch-based audio source separation toolkit for researchers☆2,502Updated 2 months ago
- An open source dataset for source separation☆457Updated last year
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆499Updated 4 years ago
- The Microsoft Scalable Noisy Speech Dataset (MS-SNSD) is a noisy speech dataset that can scale to arbitrary sizes depending on the number…☆566Updated last year
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆1,024Updated 2 years ago
- PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."☆585Updated 2 years ago
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆408Updated 3 years ago
- Official PyTorch Implementation of CleanUNet (ICASSP 2022)☆338Updated 2 years ago
- spafe: Simplified Python Audio Features Extraction☆479Updated 8 months ago
- Fast PyTorch based DSP for audio and 1D signals☆451Updated 9 months ago
- INTERSPEECH 2023-2024 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023-24 conference. …☆683Updated 11 months ago
- Tools for handling multimodal data in machine learning projects.☆1,088Updated 2 weeks ago
- List of speech synthesis papers.☆1,059Updated 2 years ago
- A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech…☆808Updated 5 years ago
- This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.☆1,338Updated last year
- Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".☆1,388Updated 2 years ago
- A must-read paper for speech separation based on neural networks☆871Updated 4 months ago
- ☆1,634Updated last year
- Audio transformations library for PyTorch☆233Updated 3 years ago
- NISQA - Non-Intrusive Speech Quality and TTS Naturalness Assessment☆895Updated last year
- Deep learning for audio denoising☆742Updated 2 years ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆743Updated 2 years ago