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 171–180 of 3012 papers

Title	Date	Tasks	Status	Hype
DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition	Dec 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Zero-resource Speech Translation and Recognition with LLMs	Dec 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
UME: Upcycling Mixture-of-Experts for Scalable and Efficient Automatic Speech Recognition	Dec 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition	Dec 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling	Dec 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding	Dec 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Speech Retrieval-Augmented Generation without Automatic Speech Recognition	Dec 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch	Dec 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula	Dec 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Transcribing and Translating, Fast and Slow: Joint Speech Translation and Recognition	Dec 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

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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