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 1841–1850 of 3012 papers

Title	Date	Tasks	Status
Utterance Intent Classification of a Spoken Dialogue System with Efficiently Untied Recursive Autoencoders	Aug 1, 2017	Automatic Speech Recognition (ASR)Classification	—Unverified
Utterance-level neural confidence measure for end-to-end children speech recognition	Sep 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Utterance-Wise Meeting Transcription System Using Asynchronous Distributed Microphones	Jul 31, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
V2S attack: building DNN-based voice conversion from automatic speaker verification	Aug 5, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
VAD-free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording	Jul 15, 2021	Action DetectionActivity Detection	—Unverified
VADOI:Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition	Feb 22, 2022	Action DetectionActivity Detection	—Unverified
VAIS ASR: Building a conversational speech recognition system using language model combination	Oct 12, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
VAKTA-SETU: A Speech-to-Speech Machine Translation Service in Select Indic Languages	May 21, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization	Mar 12, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition	Sep 12, 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