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 1471–1480 of 3012 papers

Title	Date	Tasks	Status	Hype
Multi-Dialect Arabic Speech Recognition	Dec 25, 2021	Arabic Speech RecognitionAutomatic Speech Recognition	—Unverified	0
Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition	Dec 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Voice Quality and Pitch Features in Transformer-Based Speech Recognition	Dec 21, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement	Dec 21, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching	Dec 19, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Multi-turn RNN-T for streaming recognition of multi-party speech	Dec 19, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Continual Learning for Monolingual End-to-End Automatic Speech Recognition	Dec 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Prompt Tuning GPT-2 language model for parameter-efficient domain adaptation of ASR systems	Dec 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Real-Time Neural Voice Camouflage	Dec 14, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Robustifying automatic speech recognition by extracting slowly varying features	Dec 14, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

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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