KinWaiCheuk / nnAudio
Audio processing by using pytorch 1D convolution network
☆1,060Updated 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.☆1,031Updated 3 months ago
- Collection of audio-focused loss functions in PyTorch☆772Updated 8 months ago
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆507Updated 3 years ago
- A library for speech data augmentation in time-domain☆656Updated 3 years ago
- ☆488Updated 9 months ago
- A library for soundscape synthesis and augmentation☆397Updated 2 years ago
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆648Updated 3 years 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.☆2,014Updated this week
- Fast PyTorch based DSP for audio and 1D signals☆436Updated 2 months ago
- An open source dataset for source separation☆416Updated last year
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆494Updated 3 years ago
- The PyTorch-based audio source separation toolkit for researchers☆2,360Updated 3 months ago
- Audio transformations library for PyTorch☆231Updated 3 years ago
- OpenL3: Open-source deep audio and image embeddings☆506Updated last year
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆958Updated last year
- Python library for downloading, loading & working with sound datasets☆332Updated 6 months ago
- Improved Wave-U-Net implemented in Pytorch☆335Updated 8 months ago
- Official PyTorch implementation of Contrastive Learning of Musical Representations☆319Updated 8 months ago
- Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch☆1,601Updated last year
- Different implementations of "Weighted Prediction Error" for speech dereverberation☆514Updated last month
- A flexible source separation library in Python☆631Updated 4 months ago
- A PyTorch implementation of DNN-based source separation.☆297Updated 3 years ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆700Updated 2 years ago
- A must-read paper for speech separation based on neural networks☆773Updated 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…☆518Updated 9 months ago
- Implementation of WaveGrad high-fidelity vocoder from Google Brain in PyTorch.☆402Updated 3 years ago
- spafe: Simplified Python Audio Features Extraction☆469Updated last month
- Python library for Room Impulse Response (RIR) simulation with GPU acceleration☆523Updated 3 months ago
- GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis☆1,005Updated last year
- Implementation of the Wave-U-Net for audio source separation☆887Updated 2 years ago