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 1971–1980 of 3012 papers

Title	Date	Tasks	Status
Simultaneous Speech-to-Speech Translation System with Neural Incremental ASR, MT, and TTS	Nov 10, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Singing voice conversion with non-parallel data	Mar 11, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training	Jul 19, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition	Nov 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SlideAVSR: A Dataset of Paper Explanation Videos for Audio-Visual Speech Recognition	Jan 18, 2024	Audio-Visual Speech RecognitionAutomatic Speech Recognition	—Unverified
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling	Oct 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SmarTerp: A CAI System to Support Simultaneous Interpreters in Real-Time	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Smart Speech Segmentation using Acousto-Linguistic Features with look-ahead	Oct 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Snow Mountain: Dataset of Audio Recordings of The Bible in Low Resource Languages	Jun 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SNRi Target Training for Joint Speech Enhancement and Recognition	Nov 1, 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