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 531–540 of 3012 papers

Title	Date	Tasks	Status
2-bit Conformer quantization for automatic speech recognition	May 26, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Text-to-Speech Pipeline, Evaluation Methodology, and Initial Fine-Tuning Results for Child Speech Synthesis	Mar 22, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Text Normalisation System for Non-Standard English Words	Sep 1, 2017	Automatic Speech Recognition (ASR)Speech Recognition	—Unverified
A Light-weight contextual spelling correction model for customizing transducer-based speech recognition systems	Aug 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems	Feb 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ATCSpeech: a multilingual pilot-controller speech corpus from real Air Traffic Control environment	Nov 26, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A light-weight and efficient punctuation and word casing prediction model for on-device streaming ASR	Jul 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Acoustic Word Disambiguation with Phonogical Features in Danish ASR	Oct 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards interfacing large language models with ASR systems using confidence measures and prompting	Jul 31, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ATC-ANNO: Semantic Annotation for Air Traffic Control with Assistive Auto-Annotation	May 1, 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