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 1771–1780 of 3012 papers

Title	Date	Tasks	Status
Two Front-Ends, One Model : Fusing Heterogeneous Speech Features for Low Resource ASR with Multilingual Pre-Training	Nov 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems	Jun 23, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Two-Stage Augmentation and Adaptive CTC Fusion for Improved Robustness of Multi-Stream End-to-End ASR	Feb 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Two-Staged Acoustic Modeling Adaption for Robust Speech Recognition by the Example of German Oral History Interviews	Aug 19, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Multi-level Acoustic Feature Extraction Framework for Transformer Based End-to-End Speech Recognition	Aug 18, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
U2++ MoE: Scaling 4.7x parameters with minimal impact on RTF	Apr 25, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction	Jan 11, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
UFO2: A unified pre-training framework for online and offline speech recognition	Oct 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
UME: Upcycling Mixture-of-Experts for Scalable and Efficient Automatic Speech Recognition	Dec 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
UML: A Universal Monolingual Output Layer for Multilingual ASR	Feb 22, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

Show:10 25 50

← PrevPage 178 of 302Next →

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