iver56 / audiomentationsLinks
A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.
☆2,144Updated last week
Alternatives and similar repositories for audiomentations
Users that are interested in audiomentations are comparing it to the libraries listed below
Sorting:
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆1,088Updated 8 months ago
- The PyTorch-based audio source separation toolkit for researchers☆2,465Updated 2 months ago
- Audio processing by using pytorch 1D convolution network☆1,087Updated 4 months ago
- ☆1,585Updated last year
- Self-Supervised Speech Pre-training and Representation Learning Toolkit☆2,461Updated 3 months 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
- Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech E…☆1,825Updated 2 years ago
- In defence of metric learning for speaker recognition☆1,134Updated last year
- A library for speech data augmentation in time-domain☆673Updated 4 years ago
- This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.☆1,292Updated last year
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆654Updated 3 years ago
- CNN-based audio segmentation toolkit. Allows to detect speech, music, noise and speaker gender. Has been designed for large scale gender …☆840Updated 2 weeks ago
- Tools for handling multimodal data in machine learning projects.☆1,068Updated 2 weeks ago
- Collection of audio-focused loss functions in PyTorch☆811Updated last year
- SincNet is a neural architecture for efficiently processing raw audio samples.☆1,198Updated 4 years ago
- ☆503Updated last year
- Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".☆1,347Updated 2 years ago
- Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch☆1,619Updated last year
- NISQA - Non-Intrusive Speech Quality and TTS Naturalness Assessment☆858Updated 10 months ago
- A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.☆1,806Updated 2 months ago
- spafe: Simplified Python Audio Features Extraction☆477Updated 6 months ago
- Implementation of the Wave-U-Net for audio source separation☆911Updated 2 years ago
- Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)☆1,755Updated last month
- GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis☆1,024Updated 2 years ago
- Data manipulation and transformation for audio signal processing, powered by PyTorch☆2,748Updated this week
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆1,008Updated 2 years ago
- Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for bea…☆1,681Updated last week
- OpenL3: Open-source deep audio and image embeddings☆543Updated 2 years ago
- A must-read paper for speech separation based on neural networks☆839Updated last month
- List of speech synthesis papers.☆1,061Updated 2 years ago