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 601–610 of 3012 papers

Title	Date	Tasks	Status	Hype
Accented Speech Recognition With Accent-specific Codebooks	Oct 24, 2023	Accented Speech RecognitionAutomatic Speech Recognition	CodeCode Available	1
Leveraging Timestamp Information for Serialized Joint Streaming Recognition and Translation	Oct 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation	Oct 22, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Intelligibility prediction with a pretrained noise-robust automatic speech recognition model	Oct 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Unintended Memorization in Large ASR Models, and How to Mitigate It	Oct 18, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Generative error correction for code-switching speech recognition using large language models	Oct 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Iterative Shallow Fusion of Backward Language Model for End-to-End Speech Recognition	Oct 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition	Oct 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Correction Focused Language Model Training for Speech Recognition	Oct 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System	Oct 17, 2023	Arabic Speech RecognitionAutomatic Speech Recognition	—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