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 1021–1030 of 3012 papers

Title	Date	Tasks	Status
Employing low-pass filtered temporal speech features for the training of ideal ratio mask in speech enhancement	Oct 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Empowering the Deaf and Hard of Hearing Community: Enhancing Video Captions Using Large Language Models	Nov 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Survey of Multilingual Models for Automatic Speech Recognition	Feb 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems	Apr 8, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Contextual RNN-T For Open Domain ASR	Jun 4, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Subband-Based SVM Front-End for Robust ASR	Dec 24, 2013	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Joint Model of Orthography and Morphological Segmentation	Jun 1, 2016	Automatic Speech Recognition (ASR)Keyword Spotting	—Unverified
Acoustic to Articulatory Inversion of Speech; Data Driven Approaches, Challenges, Applications, and Future Scope	Apr 17, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Accurate synthesis of Dysarthric Speech for ASR data augmentation	Aug 16, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
2-bit Conformer quantization for automatic speech recognition	May 26, 2023	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