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

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Showing 321–330 of 3012 papers

Title	Date	Tasks	Status
Adaptive Frequency Cepstral Coefficients for Word Mispronunciation Detection	Feb 25, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings	Mar 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems	Apr 4, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Study on Lip Localization Techniques used for Lip reading from a Video	Sep 28, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An ASR-Based Tutor for Learning to Read: How to Optimize Feedback to First Graders	Jun 7, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An Approach to Improve Robustness of NLP Systems against ASR Errors	Mar 25, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Adaptive Axonal Delays in feedforward spiking neural networks for accurate spoken word recognition	Feb 16, 2023	Audio ClassificationAutomatic Speech Recognition	—Unverified
An Application for Building a Polish Telephone Speech Corpus	May 1, 2018	Automatic Speech Recognition (ASR)Speech Recognition	—Unverified
An analysis of incorporating an external language model into a sequence-to-sequence model	Dec 6, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Adaptive Activation Network For Low Resource Multilingual Speech Recognition	May 28, 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