iver56 / audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
☆1,867Updated last month
Related projects ⓘ
Alternatives and complementary repositories for audiomentations
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆953Updated this week
- Audio processing by using pytorch 1D convolution network☆1,032Updated 8 months ago
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆639Updated 2 years ago
- The PyTorch-based audio source separation toolkit for researchers☆2,268Updated 3 months ago
- A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech…☆720Updated 3 years ago
- A library for speech data augmentation in time-domain☆643Updated 3 years ago
- ☆1,348Updated 3 months ago
- SincNet is a neural architecture for efficiently processing raw audio samples.☆1,136Updated 3 years ago
- ☆471Updated 4 months ago
- Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".☆1,157Updated last year
- Deep learning for audio denoising☆653Updated last year
- Tools for handling speech data in machine learning projects.☆948Updated this week
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆501Updated 2 years ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆682Updated last year
- A must-read paper for speech separation based on neural networks☆755Updated 2 years ago
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆904Updated last year
- Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for bea…☆1,454Updated this week
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆489Updated 3 years ago
- Implementation of the Wave-U-Net for audio source separation☆844Updated last year
- speech enhancement\speech seperation\sound source localization☆1,041Updated 11 months ago
- 🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).☆1,727Updated 5 months ago
- A flexible source separation library in Python☆620Updated last year
- Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech E…☆1,676Updated last year
- Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch☆1,560Updated 6 months ago
- spafe: Simplified Python Audio Features Extraction☆455Updated 4 months ago
- Collection of audio-focused loss functions in PyTorch☆738Updated 3 months ago
- OpenL3: Open-source deep audio and image embeddings☆460Updated last year
- kapre: Keras Audio Preprocessors☆922Updated last year
- In defence of metric learning for speaker recognition☆1,053Updated 7 months ago
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆501Updated 2 years ago