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 1421–1430 of 3012 papers

Title	Date	Tasks	Status
Improving ASR Contextual Biasing with Guided Attention	Jan 16, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities	Nov 8, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Enhancing Lyrics Transcription on Music Mixtures with Consistency Loss	Jun 3, 2025	Automatic Lyrics TranscriptionAutomatic Speech Recognition	—Unverified
Improving Black-box Speech Recognition using Semantic Parsing	Nov 1, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving callsign recognition with air-surveillance data in air-traffic communication	Aug 27, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models	Oct 12, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Code-switched ASR with Linguistic Information	Oct 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation	Jun 14, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Enhancing Low-Resource ASR through Versatile TTS: Bridging the Data Gap	Oct 22, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An Investigation of Hybrid architectures for Low Resource Multilingual Speech Recognition system in Indian context	Dec 1, 2021	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