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 1131–1140 of 3012 papers

Title	Date	Tasks	Status
Combining Human Inputters and Language Services to provide Multi-language support system for International Symposiums	Dec 1, 2016	Automatic Speech Recognition (ASR)Machine Translation	—Unverified
ASR-based Features for Emotion Recognition: A Transfer Learning Approach	May 23, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A GEN AI Framework for Medical Note Generation	Sep 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition	Apr 19, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents	Feb 2, 2024	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
ASR-based CALL systems and learner speech data: new resources and opportunities for research and development in second language learning	May 1, 2014	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
Code-Switching Detection with Data-Augmented Acoustic and Language Models	Jul 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR-Aware End-to-end Neural Diarization	Feb 2, 2022	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