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 1061–1070 of 3012 papers

Title	Date	Tasks	Status
Applying LLMs for Rescoring N-best ASR Hypotheses of Casual Conversations: Effects of Domain Adaptation and Context Carry-over	Jun 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition	Dec 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Building Accurate Low Latency ASR for Streaming Voice Search	May 29, 2023	Action DetectionActivity Detection	—Unverified
Aphasic Speech Recognition using a Mixture of Speech Intelligibility Experts	Aug 25, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BUCEADOR, a multi-language search engine for digital libraries	May 1, 2012	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BTS: Back TranScription for Speech-to-Text Post-Processor using Text-to-Speech-to-Text	Aug 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BSTC: A Large-Scale Chinese-English Speech Translation Dataset	Apr 8, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BS-PLCNet: Band-split Packet Loss Concealment Network with Multi-task Learning Framework and Multi-discriminators	Jan 8, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System	May 1, 2012	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Advancing Speech Recognition With No Speech Or With Noisy Speech	Jun 17, 2019	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