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 1761–1770 of 3012 papers

Title	Date	Tasks	Status
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base	Jul 1, 2018	Automatic Speech Recognition (ASR)Information Retrieval	—Unverified
TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition	May 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition	Sep 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition	Jul 2, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Tropical Modeling of Weighted Transducer Algorithms on Graphs	Nov 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
TRScore: A Novel GPT-based Readability Scorer for ASR Segmentation and Punctuation model evaluation and selection	Oct 27, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
t-SOT FNT: Streaming Multi-talker ASR with Text-only Domain Adaptation Capability	Sep 15, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
TTS Skins: Speaker Conversion via ASR	Apr 18, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
TUKE-BNews-SK: Slovak Broadcast News Corpus Construction and Evaluation	May 1, 2014	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Tutorial Proposal: End-to-End Speech Translation	Apr 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