kssteven418 / Q-ASRLinks
[ICASSP'22] Integer-only Zero-shot Quantization for Efficient Speech Recognition
☆34Updated 4 years ago
Alternatives and similar repositories for Q-ASR
Users that are interested in Q-ASR are comparing it to the libraries listed below
Sorting:
- In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization awa…☆24Updated 4 years ago
- Torch-based tool for quantizing high-dimensional vectors using additive codebooks☆54Updated 3 years ago
- Pytorch implementation of BiFSMNv2, TNNLS 2023☆35Updated 2 years ago
- Manually implemented quantization-aware training☆23Updated 3 years ago
- ☆46Updated 2 years ago
- ☆208Updated 4 years ago
- Multi-Head-Attention RNN pytorch implement for keyword spotting☆19Updated 5 years ago
- ☆160Updated 2 years ago
- Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.☆58Updated 2 years ago
- Collection of PyTorch implementations of Spoken Keyword Spotting presented in research papers.☆34Updated last year
- Test Framework for few-shot open set KWS☆41Updated last year
- Standalone implementation of the CUDA-accelerated WFST Decoder available in Riva☆91Updated 11 months ago
- [ASRU 2021] Efficient Conformer: Progressive Downsampling and Grouped Attention for Automatic Speech Recognition☆219Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆35Updated 2 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- ☆19Updated 6 years ago
- SpeechNAS-Better-Trade-off-between-Latency-and-Accuracy-for-Large-Scale-Speaker-Verification☆30Updated 2 years ago
- FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning (INTERSPEECH 2022)☆19Updated 2 years ago
- Official implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769☆136Updated 3 years ago
- Interspeech Tutorial - Resource Efficient and Cross-Modal Learning Toward Foundation Modeling☆15Updated 2 years ago
- Memory efficient transducer loss computation☆69Updated 3 years ago
- [ICLR 2022] "Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable", by Shaojin Ding, Tianlong Chen, Z…☆32Updated 3 years ago
- [NeurIPS'22] Squeezeformer: An Efficient Transformer for Automatic Speech Recognition☆264Updated 2 years ago
- ☆24Updated 5 years ago
- Applications using the GTN library and code to reproduce experiments in "Differentiable Weighted Finite-State Transducers"☆83Updated 3 years ago
- LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT☆74Updated 3 years ago
- Primer on CTC implementation in pure Python PyTorch code☆111Updated last year
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆56Updated 6 years ago
- Pytorch implementation of BiFSMN, IJCAI 2022☆22Updated 2 years ago
- An efficient implementation of RNN-T Prefix Beam Search in C++/CUDA.☆67Updated 3 weeks ago