Automatic Speech Recognition (ASR)

Automatic Speech Recognition (ASR) involves converting spoken language into written text. It is designed to transcribe spoken words into text in real-time, allowing people to communicate with computers, mobile devices, and other technology using their voice. The goal of Automatic Speech Recognition is to accurately transcribe speech, taking into account variations in accent, pronunciation, and speaking style, as well as background noise and other factors that can affect speech quality.

Papers

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Showing 991–1000 of 3012 papers

Title	Date	Tasks	Status
An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning	Jul 26, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Effectively pretraining a speech translation decoder with Machine Translation data	Nov 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Asynchronous Decentralized Distributed Training of Acoustic Models	Oct 21, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Lexical-aware Non-autoregressive Transformer-based ASR Model	May 18, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Acoustic-to-articulatory Speech Inversion with Multi-task Learning	May 27, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Effective Text Adaptation for LLM-based ASR through Soft Prompt Fine-Tuning	Dec 9, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Continual learning using lattice-free MMI for speech recognition	Oct 13, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models	Jul 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Continual Learning in Machine Speech Chain Using Gradient Episodic Memory	Nov 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Survey on Speech Large Language Models	Oct 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

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All datasets LRS2 RealMAN Sagalee HUI speech corpus LRS3-TED M-AILabs speech dataset The Spoken Wikipedia Corpora Voxforge German VoxPopuli

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	TM-CTC	Test WER	10.1	—	Unverified
2	TM-seq2seq	Test WER	9.7	—	Unverified
3	CTC/attention	Test WER	8.2	—	Unverified
4	LF-MMI TDNN	Test WER	6.7	—	Unverified
5	Whisper-LLaMA	Test WER	6.6	—	Unverified
6	End2end Conformer	Test WER	3.9	—	Unverified
7	End2end Conformer	Test WER	3.7	—	Unverified
8	MoCo + wav2vec (w/o extLM)	Test WER	2.7	—	Unverified
9	CTC/Attention	Test WER	1.5	—	Unverified
10	Whisper	Test WER	1.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SpatialNet	CER	14.5	—	Unverified
2	CleanMel-L-mask	CER	14.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer	Test WER	15.32	—	Unverified
2	Whisper-largev3-finetuned	Test WER	10.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	1.89	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DistillAV	WER	1.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	4.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	8.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	3.36	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer (German)	WER (%)	8.98	—	Unverified