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 1601–1610 of 3012 papers

Title	Date	Tasks	Status
Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN	Dec 12, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks	Dec 12, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Sequence-level self-learning with multiple hypotheses	Dec 10, 2021	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
Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech	Dec 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems	Dec 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A study on native American English speech recognition by Indian listeners with varying word familiarity level	Dec 8, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Catch Me If You Can: Blackbox Adversarial Attacks on Automatic Speech Recognition using Frequency Masking	Dec 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge	Dec 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A higher order Minkowski loss for improved prediction ability of acoustic model in ASR	Dec 2, 2021	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