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 861–870 of 3012 papers

Title	Date	Tasks	Status	Hype
The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR	Mar 31, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers	Mar 30, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Joint unsupervised and supervised learning for context-aware language identification	Mar 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis	Mar 27, 2023	AllAutomatic Speech Recognition	—Unverified	0
Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels	Mar 25, 2023	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available	2
Enhancing Unsupervised Speech Recognition with Diffusion GANs	Mar 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Beyond Universal Transformer: block reusing with adaptor in Transformer for automatic speech recognition	Mar 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Knowledge Distillation from Multiple Foundation Models for End-to-End Speech Recognition	Mar 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Code-Switching Text Generation and Injection in Mandarin-English ASR	Mar 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
A Deep Learning System for Domain-specific Speech Recognition	Mar 18, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—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