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 661–670 of 3012 papers

Title	Date	Tasks	Status
Coarse-To-Fine And Cross-Lingual ASR Transfer	Sep 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations	Jul 3, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Code Switched and Code Mixed Speech Recognition for Indic languages	Mar 30, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences	Sep 18, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Code-Switching Detection Using ASR-Generated Language Posteriors	Jun 19, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Codeswitching Detection via Lexical Features in Conditional Random Fields	Nov 1, 2016	Automatic Speech Recognition (ASR)Sentiment Analysis	—Unverified
Code-Switching Detection with Data-Augmented Acoustic and Language Models	Jul 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Code-Switching Text Generation and Injection in Mandarin-English ASR	Mar 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants	Nov 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
CEASR: A Corpus for Evaluating Automatic Speech Recognition	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