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 1591–1600 of 3012 papers

Title	Date	Tasks	Status
Multi-Staged Cross-Lingual Acoustic Model Adaption for Robust Speech Recognition in Real-World Applications - A Case Study on German Oral History Interviews	May 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multistage Fine-tuning Strategies for Automatic Speech Recognition in Low-resource Languages	Nov 7, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition	Mar 28, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition	Oct 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-Stream End-to-End Speech Recognition	Jun 17, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-style Training for South African Call Centre Audio	Feb 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-talker ASR for an unknown number of sources: Joint training of source counting, separation and ASR	Jun 4, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-Talker MVDR Beamforming Based on Extended Complex Gaussian Mixture Model	Oct 17, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech	Jul 22, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-task Language Modeling for Improving Speech Recognition of Rare Words	Nov 23, 2020	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