KinWaiCheuk / nnAudio
Audio processing by using pytorch 1D convolution network
☆1,032Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for nnAudio
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆953Updated this week
- Collection of audio-focused loss functions in PyTorch☆738Updated 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…☆501Updated 2 years ago
- ☆471Updated 4 months ago
- A library for speech data augmentation in time-domain☆643Updated 3 years ago
- A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech…☆720Updated 3 years ago
- An open source dataset for source separation☆378Updated 9 months ago
- Fast PyTorch based DSP for audio and 1D signals☆426Updated 2 years ago
- A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.☆1,867Updated last month
- A PyTorch implementation of DNN-based source separation.☆290Updated 2 years ago
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆501Updated 2 years ago
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆639Updated 2 years ago
- Deep learning for audio denoising☆653Updated last year
- A flexible source separation library in Python☆620Updated last year
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆489Updated 3 years ago
- Audio transformations library for PyTorch☆225Updated 2 years ago
- Improved Wave-U-Net implemented in Pytorch☆310Updated 3 months ago
- spafe: Simplified Python Audio Features Extraction☆455Updated 4 months ago
- Different implementations of "Weighted Prediction Error" for speech dereverberation☆490Updated last month
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆904Updated last year
- A must-read paper for speech separation based on neural networks☆755Updated 2 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…☆484Updated 4 months ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permuta…☆682Updated last year
- OpenL3: Open-source deep audio and image embeddings☆460Updated last year
- Speech Enhancement Generative Adversarial Network in PyTorch☆379Updated last year
- A library for soundscape synthesis and augmentation☆379Updated 2 years ago
- The PyTorch-based audio source separation toolkit for researchers☆2,268Updated 3 months ago
- Python library for Room Impulse Response (RIR) simulation with GPU acceleration☆488Updated last month
- Perceptual Metrics of Audio - perceptually relevant loss function. DPAM and CDPAM☆354Updated last year
- ☆651Updated last month