KinWaiCheuk / nnAudio
Audio processing by using pytorch 1D convolution network
☆1,062Updated 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.☆1,032Updated 3 months ago
- Collection of audio-focused loss functions in PyTorch☆774Updated 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
- ☆489Updated 10 months ago
- The PyTorch-based audio source separation toolkit for researchers☆2,364Updated 3 months ago
- Improved Wave-U-Net implemented in Pytorch☆336Updated 9 months ago
- An open source dataset for source separation☆416Updated last year
- Audio transformations library for PyTorch☆231Updated 3 years ago
- A PyTorch implementation of DNN-based source separation.☆298Updated 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.☆2,019Updated this week
- Fast PyTorch based DSP for audio and 1D signals☆437Updated 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…☆759Updated 4 years ago
- spafe: Simplified Python Audio Features Extraction☆470Updated last month
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆648Updated 3 years ago
- A library for soundscape synthesis and augmentation☆398Updated 2 years ago
- Python library for Room Impulse Response (RIR) simulation with GPU acceleration☆523Updated this week
- ☆674Updated 6 months ago
- Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-R…☆317Updated last year
- Evaluation functions for music/audio information retrieval/signal processing algorithms.☆640Updated 2 months ago
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆494Updated 3 years ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆701Updated 2 years ago
- A flexible source separation library in Python☆630Updated 4 months ago
- Efficient Training of Audio Transformers with Patchout☆333Updated last year
- OpenL3: Open-source deep audio and image embeddings☆510Updated last year
- Implementation of the Wave-U-Net for audio source separation☆890Updated 2 years ago
- Python library for downloading, loading & working with sound datasets☆332Updated 6 months ago
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆507Updated 3 years ago
- A must-read paper for speech separation based on neural networks☆774Updated 3 years ago
- Deep learning for audio denoising☆702Updated last year