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 541–550 of 3012 papers

Title	Date	Tasks	Status
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper	Sep 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Time and Tokens: Benchmarking End-to-End Speech Dysfluency Detection	Sep 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition	Sep 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Personalized Speech Recognition for Children with Test-Time Adaptation	Sep 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR	Sep 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR Benchmarking: Need for a More Representative Conversational Dataset	Sep 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Ideal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text	Sep 17, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
WER We Stand: Benchmarking Urdu ASR Models	Sep 17, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses	Sep 17, 2024	Action DetectionActivity Detection	—Unverified
Chain-of-Thought Prompting for Speech Translation	Sep 17, 2024	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