KinWaiCheuk / nnAudio
Audio processing by using pytorch 1D convolution network
☆1,052Updated last year
Alternatives and similar repositories for nnAudio:
Users that are interested in nnAudio are comparing it to the libraries listed below
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆999Updated last month
- Collection of audio-focused loss functions in PyTorch☆764Updated 6 months ago
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆504Updated 2 years ago
- A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.☆1,955Updated this week
- A library for speech data augmentation in time-domain☆655Updated 3 years ago
- ☆483Updated 7 months ago
- Fast PyTorch based DSP for audio and 1D signals☆436Updated this week
- Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for bea…☆1,512Updated last month
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆646Updated 2 years ago
- spafe: Simplified Python Audio Features Extraction☆464Updated 8 months ago
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆493Updated 3 years ago
- An STFT/iSTFT for PyTorch.☆355Updated last year
- OpenL3: Open-source deep audio and image embeddings☆494Updated last year
- Improved Wave-U-Net implemented in Pytorch☆323Updated 6 months ago
- Efficient Training of Audio Transformers with Patchout☆318Updated last year
- A library for soundscape synthesis and augmentation☆394Updated 2 years ago
- An open source dataset for source separation☆405Updated last year
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆502Updated 3 years ago
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆941Updated last year
- Problem Agnostic Speech Encoder☆440Updated last year
- Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch☆1,592Updated 9 months ago
- A flexible source separation library in Python☆627Updated 2 months ago
- Python library for Room Impulse Response (RIR) simulation with GPU acceleration☆508Updated last month
- Implementation of WaveGrad high-fidelity vocoder from Google Brain in PyTorch.☆403Updated 3 years ago
- Audio transformations library for PyTorch☆230Updated 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…☆741Updated 4 years ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆692Updated last year
- kapre: Keras Audio Preprocessors☆925Updated last year
- The PyTorch-based audio source separation toolkit for researchers☆2,325Updated last month
- A PyTorch implementation of DNN-based source separation.☆292Updated 2 years ago