aispeech-lab / TinyWASELinks
PyTorch implementation of TinyWASE described in our paper "Compressing Speaker Extraction Model with Ultra-low Precision Quantization and Knowledge Distillation"
☆11Updated 4 years ago
Alternatives and similar repositories for TinyWASE
Users that are interested in TinyWASE are comparing it to the libraries listed below
Sorting:
- Efficient Personalized Speech Enhancement through Self-Supervised Learning☆22Updated 2 years ago
- ☆24Updated 2 years ago
- Neural network density models for speech separation.☆20Updated 5 years ago
- Implementation of Sheffield entry for Clarity enhancement challenge.☆18Updated 3 years ago
- Dataset simulation for DPCCN.☆16Updated 3 years ago
- ☆20Updated last year
- Attention-Enhanced Short-Time Wiener Solution for Acoustic Echo Cancellation☆22Updated 2 months ago
- ☆33Updated 3 years ago
- PyTorch implementation of WASE described in our ICASSP 2021: "Wase: Learning When to Attend for Speaker Extraction in Cocktail Party Envi…☆26Updated 4 years ago
- Code to reproduce the experiments in the paper "Fast and stable blind source separation with rank-1 updates" presented at ICASSP 2020.☆21Updated 5 years ago
- ☆20Updated 5 years ago
- This is the implementation of the manuscript "Learning General All-Neural Speech Enhancement based on Taylor's Approximation Theory", whi…☆14Updated 3 years ago
- Fast algorithm for determined blind source separation with update of demixing filters with joint adjustment of the remaining sources.☆34Updated 4 years ago
- Dynamic Mixing For Speech Processing (mix-on-the-fly)☆21Updated 3 years ago
- We design a spectral compression mapping (SCM) for full-band speech enhancement, and propose a two-stage stream named MHA-DPCRN☆24Updated 3 years ago
- Implementation of "A Deep Learning Loss Function based on Auditory Power Compression for Speech Enhancement" by pytorch☆28Updated 3 years ago
- This is the unofficial implementation of MFNet, from paper''a Mask Free Neural Network for Monaural Speech Enhancement''☆13Updated last year
- The implementation of TaylorBeamformer, which is in submission to Interspeech2022☆47Updated 3 years ago
- unofficial implementation of "CPTNN: CROSS-PARALLEL TRANSFORMER NEURAL NETWORK FOR TIME-DOMAIN SPEECH ENHANCEMENT"☆15Updated 2 years ago
- implementation of Monaural Speech Enhancement with Recursive Learning in the Time Domain☆48Updated 5 years ago
- Convert WSJ sphere format to waveform and do data simulation.☆16Updated 5 years ago
- The implementation of "Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Real-Time Full-Band Speech Enhancement"☆52Updated 2 years ago
- A temporal module for PyTorch-ComplexTensor☆44Updated last year
- LLaSE: Maximizing Acoustic Preservation for LLaMA based Speech Enhancement☆16Updated 6 months ago
- The Official PyTorch Implementation of "Mel-McNet: A Mel-Scale Framework for Online Multichannel Speech Enhancement" [Interspeech 2025]☆20Updated 7 months ago
- ☆25Updated 2 years ago
- ☆16Updated last year
- Spherical residual vector quantization (SRVQ)☆31Updated last year
- ☆24Updated 4 years ago
- [WIP]Trying to implement "Ultra Low Complexity Deep Learning Based Noise Suppression." arXiv preprint arXiv:2312.08132 (2023).☆26Updated last year