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 1861–1870 of 3012 papers

Title	Date	Tasks	Status
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs	Nov 14, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Revisiting Acoustic Features for Robust ASR	Sep 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems	Dec 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled noise introducing and Contextual information incorporation	Feb 21, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling	Nov 1, 2016	Automatic Speech Recognition (ASR)Language Modeling	—Unverified
RIR-SF: Room Impulse Response Based Spatial Feature for Target Speech Recognition in Multi-Channel Multi-Speaker Scenarios	Oct 31, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
RNN-T For Latency Controlled ASR With Improved Beam Search	Nov 5, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions	May 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Roadmap towards Superhuman Speech Understanding using Large Language Models	Oct 17, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2Vec2.0 Based ASR	Jun 14, 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