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 2371–2380 of 3012 papers

Title	Date	Tasks	Status
Pseudo Label Is Better Than Human Label	Mar 22, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
PSRB: A Comprehensive Benchmark for Evaluating Persian ASR Systems	May 27, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings?	Apr 13, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SemEval 2022 Task 12: Symlink- Linking Mathematical Symbols to their Descriptions	Feb 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning	May 27, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Pushing the Limits of Non-Autoregressive Speech Recognition	Apr 7, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Pynini: A Python library for weighted finite-state grammar compilation	Aug 1, 2016	Automatic Speech Recognition (ASR)Optical Character Recognition (OCR)	—Unverified
QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus	Jun 24, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus	Aug 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Qieemo: Speech Is All You Need in the Emotion Recognition in Conversations	Mar 5, 2025	AllAutomatic Speech Recognition	—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