An Effective Training Framework for Light-Weight Automatic Speech Recognition Models

An Effective Training Framework for Light-Weight Automatic Speech Recognition Models

22 May 2025

Papers citing "An Effective Training Framework for Light-Weight Automatic Speech Recognition Models"

14 / 14 papers shown

Title
Dynamic Data Pruning for Automatic Speech Recognition Q. Xiao Pingchuan Ma Adriana Fernandez-Lopez Boqian Wu Lu Yin Stavros Petridis Mykola Pechenizkiy Maja Pantic Decebal Constantin Mocanu Shiwei Liu 50 3 0 26 Jun 2024
Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery Mubashir Noman Muzammal Naseer Hisham Cholakkal Rao Muhammad Anwar Salman Khan Fahad Shahbaz Khan ViT 58 42 0 08 Mar 2024
Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study Salah Zaiem Robin Algayres Titouan Parcollet S. Essid Mirco Ravanelli 85 15 0 12 Mar 2023
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding Pu Wang Hugo Van hamme VLM 61 5 0 28 Jun 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 373 7,600 0 11 Nov 2021
Learned Token Pruning for Transformers Sehoon Kim Sheng Shen D. Thorsley A. Gholami Woosuk Kwon Joseph Hassoun Kurt Keutzer 32 152 0 02 Jul 2021
Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation Taehyeon Kim Jaehoon Oh Nakyil Kim Sangwook Cho Se-Young Yun 32 232 0 19 May 2021
Sparsification via Compressed Sensing for Automatic Speech Recognition Kai Zhen Hieu Duy Nguyen Feng-Ju Chang Athanasios Mouchtaris Ariya Rastrow . 46 13 0 09 Feb 2021
Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer Genta Indra Winata Samuel Cahyawijaya Zhaojiang Lin Zihan Liu Pascale Fung 34 74 0 30 Oct 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 149 3,435 0 18 Apr 2019
Lessons from Building Acoustic Models with a Million Hours of Speech S. Parthasarathi N. Strom 60 88 0 02 Apr 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 147 3,490 0 19 Aug 2018
TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation François Hernandez Vincent Nguyen Sahar Ghannay N. Tomashenko Yannick Esteve VLM 68 346 0 12 May 2018
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 238 19,523 0 09 Mar 2015