iver56 / torch-audiomentationsLinks
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
☆1,088Updated 8 months 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☆1,087Updated 4 months ago
- A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.☆2,146Updated 2 weeks ago
- A library for speech data augmentation in time-domain☆673Updated 4 years ago
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆516Updated 3 years ago
- ☆503Updated last year
- Collection of audio-focused loss functions in PyTorch☆811Updated last year
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆654Updated 3 years ago
- An open source dataset for source separation☆447Updated last year
- Efficient Training of Audio Transformers with Patchout☆353Updated last year
- The PyTorch-based audio source separation toolkit for researchers☆2,465Updated this week
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆1,010Updated 2 years ago
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆496Updated 4 years ago
- Tools for handling multimodal data in machine learning projects.☆1,068Updated 3 weeks ago
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆399Updated 3 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…☆556Updated last year
- A must-read paper for speech separation based on neural networks☆839Updated 2 months ago
- A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech…☆791Updated 4 years ago
- Official PyTorch Implementation of CleanUNet (ICASSP 2022)☆333Updated 2 years ago
- Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".☆1,347Updated 2 years ago
- spafe: Simplified Python Audio Features Extraction☆473Updated 6 months ago
- Audio transformations library for PyTorch☆233Updated 3 years ago
- Official repository for RawNet, RawNet2, and RawNet3☆390Updated last year
- This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.☆1,292Updated last year
- ☆1,587Updated last year
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆728Updated 2 years ago
- End-to-End Neural Diarization☆407Updated 4 years ago
- NISQA - Non-Intrusive Speech Quality and TTS Naturalness Assessment☆860Updated 10 months ago
- INTERSPEECH 2023-2024 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023-24 conference. …☆683Updated 9 months ago
- Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation☆663Updated last month
- OpenL3: Open-source deep audio and image embeddings☆544Updated 2 years ago