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 521–530 of 3012 papers

Title	Date	Tasks	Status
Boosting Code-Switching ASR with Mixture of Experts Enhanced Speech-Conditioned LLM	Sep 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training	May 2, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Bootstrap an end-to-end ASR system by multilingual training, transfer learning, text-to-text mapping and synthetic audio	Nov 25, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Handling Trade-Offs in Speech Separation with Sparsely-Gated Mixture of Experts	Nov 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BUCEADOR, a multi-language search engine for digital libraries	May 1, 2012	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems	Mar 10, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Transfer Learning Method for Speech Emotion Recognition from Automatic Speech Recognition	Aug 6, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Aligning Speech to Languages to Enhance Code-switching Speech Recognition	Mar 9, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Aligning Pre-trained Models for Spoken Language Translation	Nov 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
2-bit Conformer quantization for automatic speech recognition	May 26, 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