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 2621–2630 of 3012 papers

Title	Date	Tasks	Status
Spell my name: keyword boosted speech recognition	Oct 6, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Spike-Triggered Contextual Biasing for End-to-End Mandarin Speech Recognition	Oct 7, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SpliceOut: A Simple and Efficient Audio Augmentation Method	Sep 30, 2021	Audio ClassificationAutomatic Speech Recognition	—Unverified
Spoken Grammar Assessment Using LLM	Oct 2, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Spoken Language Translation for Polish	Nov 24, 2015	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SpokesBiz -- an Open Corpus of Conversational Polish	Dec 19, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition	Oct 11, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition	Sep 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models	May 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Stabilising and accelerating light gated recurrent units for automatic speech recognition	Feb 16, 2023	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