KinWaiCheuk / nnAudio
Audio processing by using pytorch 1D convolution network
☆1,064Updated last year
Alternatives and similar repositories for nnAudio
Users that are interested in nnAudio are comparing it to the libraries listed below
Sorting:
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆1,040Updated 4 months ago
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆509Updated 3 years ago
- Collection of audio-focused loss functions in PyTorch☆775Updated 9 months ago
- ☆491Updated 10 months ago
- A library for speech data augmentation in time-domain☆659Updated 3 years ago
- A library for soundscape synthesis and augmentation☆398Updated 3 years ago
- Fast PyTorch based DSP for audio and 1D signals☆437Updated 2 months ago
- OpenL3: Open-source deep audio and image embeddings☆514Updated last year
- A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.☆2,030Updated last week
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆648Updated 3 years ago
- Improved Wave-U-Net implemented in Pytorch☆340Updated 9 months ago
- Implementation of the Wave-U-Net for audio source separation☆892Updated 2 years ago
- An open source dataset for source separation☆419Updated last year
- A PyTorch implementation of DNN-based source separation.☆300Updated 3 years ago
- spafe: Simplified Python Audio Features Extraction☆472Updated last month
- Evaluation functions for music/audio information retrieval/signal processing algorithms.☆643Updated 2 months ago
- Efficient Training of Audio Transformers with Patchout☆334Updated last year
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆494Updated 3 years ago
- Python library for downloading, loading & working with sound datasets☆336Updated 2 weeks ago
- Python library for Room Impulse Response (RIR) simulation with GPU acceleration☆524Updated 3 weeks ago
- Audio transformations library for PyTorch☆231Updated 3 years ago
- kapre: Keras Audio Preprocessors☆930Updated last year
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆508Updated 3 years ago
- Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-R…☆320Updated last year
- A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech…☆763Updated 4 years ago
- Deep learning for audio denoising☆704Updated last year
- Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch☆471Updated last year
- ☆1,465Updated 9 months ago
- Official PyTorch implementation of Contrastive Learning of Musical Representations☆325Updated 9 months ago
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆381Updated 2 years ago