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 1971–1980 of 3012 papers

Title	Date	Tasks	Status
Learning to Enhance or Not: Neural Network-Based Switching of Enhanced and Observed Signals for Overlapping Speech Recognition	Jan 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning to Jointly Transcribe and Subtitle for End-to-End Spontaneous Speech Recognition	Oct 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning to Recognize Code-switched Speech Without Forgetting Monolingual Speech Recognition	Jun 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning When to Trust Which Teacher for Weakly Supervised ASR	Jun 21, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning without Forgetting: Task Aware Multitask Learning for Multi-Modality Tasks	Jan 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning Word-Level Confidence For Subword End-to-End ASR	Mar 11, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning Word-Like Units from Joint Audio-Visual Analysis	Jan 25, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Leave No Knowledge Behind During Knowledge Distillation: Towards Practical and Effective Knowledge Distillation for Code-Switching ASR Using Realistic Data	Jul 15, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Lecture Translator - Speech translation framework for simultaneous lecture translation	Jun 1, 2016	Automatic Speech Recognition (ASR)Machine Translation	—Unverified
LegoNN: Building Modular Encoder-Decoder Models	Jun 7, 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