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 1241–1250 of 3012 papers

Title	Date	Tasks	Status
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach	Oct 17, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Language-agnostic Code-Switching in Sequence-To-Sequence Speech Recognition	Oct 17, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Continuous Pseudo-Labeling from the Start	Oct 17, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
LeVoice ASR Systems for the ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge	Oct 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Bringing NURC/SP to Digital Life: the Role of Open-source Automatic Speech Recognition Models	Oct 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Learning to Jointly Transcribe and Subtitle for End-to-End Spontaneous Speech Recognition	Oct 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Experiments on Turkish ASR with Self-Supervised Speech Representation Learning	Oct 13, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Summary on the ISCSLP 2022 Chinese-English Code-Switching ASR Challenge	Oct 12, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Scaling Up Deliberation for Multilingual ASR	Oct 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic Speech Recognition of Low-Resource Languages Based on Chukchi	Oct 11, 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