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 1171–1180 of 3012 papers

Title	Date	Tasks	Status
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies	Jul 6, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Compute Cost Amortized Transformer for Streaming ASR	Jul 5, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Vietnamese Capitalization and Punctuation Recovery Models	Jul 4, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR	Jul 3, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition	Jul 2, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism	Jul 2, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploring the Effect of Dialect Mismatched Language Models in Telugu Automatic Speech Recognition	Jul 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Non-Autoregressive Chinese ASR Error Correction with Phonological Training	Jul 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript	Jul 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Activity focused Speech Recognition of Preschool Children in Early Childhood Classrooms	Jul 1, 2022	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