Alternatives and similar repositories for Q-ASR:

Users that are interested in Q-ASR are comparing it to the libraries listed below

• vineeths96 / Compressed-Transformers
  In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization awa…
  ☆22Updated 3 years ago
• htqin / BiFSMN
  Pytorch implementation of BiFSMN, IJCAI 2022
  ☆21Updated last year
• glory20h / FitHuBERT
  FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning (INTERSPEECH 2022)
  ☆17Updated last year
• mrusci / training-mixed-precision-quantized-networks
  This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…
  ☆49Updated 8 months ago
• htqin / BiFSMNv2
  Pytorch implementation of BiFSMNv2, TNNLS 2023
  ☆30Updated last year
• k2-fsa / multi_quantization
  ☆43Updated last year
• aiha-lab / TernGEMM
  TernGEMM: General Matrix Multiply Library with Ternary Weights for Fast DNN Inference
  ☆13Updated 2 years ago
• mechanicalsea / lighthubert
  LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
  ☆70Updated 2 years ago
• tigert1998 / qat
  Manually implemented quantization-aware training
  ☆21Updated 2 years ago
• Qualcomm-AI-research / transformer-quantization
  ☆197Updated 3 years ago
• Jangho-Kim / PSG-pytorch
  Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)
  ☆26Updated 4 years ago
• Qualcomm-AI-research / bcresnet
  ☆53Updated last year
• renyuanL / ry-Speech-commands
  ☆19Updated 5 years ago
• papers-submission / CalibTIP
  Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
  ☆34Updated last year
• TeaPoly / CTC-OptimizedLoss
  Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.
  ☆57Updated last year
• DemisEom / RNNT-pytorch
  Implementaion RNN tranceducer
  ☆21Updated 5 years ago
• VITA-Group / Audio-Lottery
  [ICLR 2022] "Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable", by Shaojin Ding, Tianlong Chen, Z…
  ☆30Updated 2 years ago
• dobby-seo / Pytorch-MHAtt-RNN-KWS
  Multi-Head-Attention RNN pytorch implement for keyword spotting
  ☆21Updated 4 years ago
• snap-research / F8Net
  [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
  ☆94Updated 2 years ago
• mrusci / ondevice-learning-kws
  Test Framework for few-shot open set KWS
  ☆25Updated 2 months ago
• nvidia-riva / riva-asrlib-decoder
  Standalone implementation of the CUDA-accelerated WFST Decoder available in Riva
  ☆83Updated last month
• csukuangfj / optimized_transducer
  Memory efficient transducer loss computation
  ☆68Updated 2 years ago
• skmhrk1209 / QuanTorch
  PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
  ☆55Updated 5 years ago
• swagshaw / TorchKWS
  Collection of PyTorch implementations of Spoken Keyword Spotting presented in research papers.
  ☆22Updated 9 months ago
• titu1994 / warprnnt_numba
  WarpRNNT loss ported in Numba CPU/CUDA for Pytorch
  ☆16Updated 2 years ago
• leimao / PyTorch-Quantization-Aware-Training
  PyTorch Quantization Aware Training Example
  ☆127Updated 8 months ago
• TeaPoly / Conformer-Athena
  Dynamic Chunk Streaming and Offline Conformer based on athena-team/Athena.
  ☆43Updated 2 years ago
• VITA-Group / Structure-LTH
  [ICML 2022] "Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets" by Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wa…
  ☆32Updated last year
• gilshm / sparq
  Post-training sparsity-aware quantization
  ☆34Updated last year
• swagshaw / Rainbow-Keywords
  Rainbow Keywords - Official PyTorch Implementation
  ☆12Updated 7 months ago