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 861–870 of 3012 papers

Title	Date	Tasks	Status
Deep Xi as a Front-End for Robust Automatic Speech Recognition	Jan 28, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser	Apr 8, 2022	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
Deliberation Model Based Two-Pass End-to-End Speech Recognition	Mar 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Deliberation Model for On-Device Spoken Language Understanding	Apr 4, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Demystifying Limited Adversarial Transferability in Automatic Speech Recognition Systems	Sep 29, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
DENOASR: Debiasing ASRs through Selective Denoising	Oct 22, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition	May 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Densely Connected Convolutional Networks for Speech Recognition	Aug 10, 2018	Acoustic ModellingAutomatic Speech Recognition	—Unverified
Convolutional Speech Recognition with Pitch and Voice Quality Features	Sep 2, 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