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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1351–1360 of 3012 papers

Title	Date	Tasks	Status
Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation	Jul 8, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Homophone-based Label Smoothing in End-to-End Automatic Speech Recognition	Apr 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models	Mar 31, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Facetron: A Multi-speaker Face-to-Speech Model based on Cross-modal Latent Representations	Jul 26, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Byte Pair Encoding Is All You Need For Automatic Bengali Speech Recognition	Jan 28, 2024	AllAutomatic Speech Recognition	—Unverified
How Bad Are Artifacts?: Analyzing the Impact of Speech Enhancement Errors on ASR	Jan 18, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
How does end-to-end speech recognition training impact speech enhancement artifacts?	Nov 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Face-Dubbing++: Lip-Synchronous, Voice Preserving Translation of Videos	Jun 9, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
How Might We Create Better Benchmarks for Speech Recognition?	Aug 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models	Feb 27, 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