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 1691–1700 of 3012 papers

Title	Date	Tasks	Status
Towards Building an Automatic Transcription System for Language Documentation: Experiences from Muyu	May 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards Data Distillation for End-to-end Spoken Conversational Question Answering	Oct 18, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards efficient end-to-end speech recognition with biologically-inspired neural networks	Oct 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations	Jul 1, 2020	Action DetectionActivity Detection	—Unverified
Towards End-to-end Automatic Code-Switching Speech Recognition	Oct 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards End-to-End Code-Switching Speech Recognition	Oct 31, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards End-to-end Unsupervised Speech Recognition	Apr 5, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards Estimating the Upper Bound of Visual-Speech Recognition: The Visual Lip-Reading Feasibility Database	Apr 26, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer	May 15, 2024	Adversarial AttackAutomatic Speech Recognition	—Unverified
Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili	Jun 1, 2023	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