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 831–840 of 3012 papers

Title	Date	Tasks	Status
3-D Feature and Acoustic Modeling for Far-Field Speech Recognition	Nov 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition	Jul 31, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Decoder-only Architecture for Streaming End-to-end Speech Recognition	Jun 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Decoupled Federated Learning for ASR with Non-IID Data	Jun 18, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR	Sep 22, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Decoupling Pronunciation and Language for End-to-end Code-switching Automatic Speech Recognition	Oct 28, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Decoupling recognition and transcription in Mandarin ASR	Aug 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain	Jun 3, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Deep CLAS: Deep Contextual Listen, Attend and Spell	Sep 26, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems	Mar 10, 2022	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