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 1191–1200 of 3012 papers

Title	Date	Tasks	Status
Exploring Targeted Universal Adversarial Perturbations to End-to-end ASR Models	Apr 6, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation	Oct 17, 2018	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
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages	Sep 13, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploring the Integration of E2E ASR and Pronunciation Modeling for English Mispronunciation Detection	Oct 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study	Jul 13, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation	Jul 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploring the Role of Audio in Video Captioning	Jun 21, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploring Transfer Learning For End-to-End Spoken Language Understanding	Dec 15, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Blind Signal Dereverberation for Machine Speech Recognition	Sep 30, 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