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 1141–1150 of 3012 papers

Title	Date	Tasks	Status
Evaluating Automatic Speech Recognition in an Incremental Setting	Feb 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evaluating Low-Level Speech Features Against Human Perceptual Data	Jan 1, 2017	Automatic Speech Recognition (ASR)Representation Learning	—Unverified
Evaluating OpenAI's Whisper ASR for Punctuation Prediction and Topic Modeling of life histories of the Museum of the Person	May 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evaluating Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance	Feb 7, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric	Oct 11, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evaluating Voice Conversion-based Privacy Protection against Informed Attackers	Nov 10, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts	Oct 1, 2017	Automatic Speech Recognition (ASR)Boundary Detection	—Unverified
Evaluation of Automated Speech Recognition Systems for Conversational Speech: A Linguistic Perspective	Nov 5, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evaluation of Automatic Speech Recognition for Conversational Speech in Dutch, English and German: What Goes Missing?	Sep 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Environment-aware Reconfigurable Noise Suppression	Jan 29, 2020	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