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 1931–1940 of 3012 papers

Title	Date	Tasks	Status
Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability	Jun 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Semi-Autoregressive Streaming ASR With Label Context	Sep 19, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Semi-supervised acoustic modelling for five-lingual code-switched ASR using automatically-segmented soap opera speech	Apr 8, 2020	Acoustic ModellingAction Detection	—Unverified
Semi-supervised acoustic model training for speech with code-switching	Oct 23, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Semi-supervised ASR by End-to-end Self-training	Jan 24, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Semi-supervised Learning for Code-Switching ASR with Large Language Model Filter	Jul 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Semi-supervised Learning with Sparse Autoencoders in Phone Classification	Oct 3, 2016	Acoustic ModellingAutomatic Speech Recognition	—Unverified
Semi-Supervised Speech Recognition via Graph-based Temporal Classification	Oct 29, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Sentence Boundary Augmentation For Neural Machine Translation Robustness	Oct 21, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Sentence segmentation of aphasic speech	May 1, 2015	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