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

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Showing 2071–2080 of 3012 papers

Title	Date	Tasks	Status
Streaming automatic speech recognition with the transformer model	Jan 8, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming End-to-End ASR based on Blockwise Non-Autoregressive Models	Jul 20, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification	Sep 13, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Target-Speaker ASR with Neural Transducer	Sep 9, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming, fast and accurate on-device Inverse Text Normalization for Automatic Speech Recognition	Nov 7, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Models for Joint Speech Recognition and Translation	Jan 22, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Noise Context Aware Enhancement For Automatic Speech Recognition in Multi-Talker Environments	May 17, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Punctuation: A Novel Punctuation Technique Leveraging Bidirectional Context for Continuous Speech Recognition	Jan 10, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Punctuation for Long-form Dictation with Transformers	Oct 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Simultaneous Speech Translation with Augmented Memory Transformer	Oct 30, 2020	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