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 1721–1730 of 3012 papers

Title	Date	Tasks	Status
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition	Jun 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction	Feb 10, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription	Sep 16, 2021	Automatic Lyrics TranscriptionAutomatic Speech Recognition	—Unverified
Perception of Phonological Assimilation by Neural Speech Recognition Models	Jun 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems	Jul 12, 2021	Adversarial RobustnessAutomatic Speech Recognition	—Unverified
AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks	Oct 21, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect	Jul 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Global Performance Disparities Between English-Language Accents in Automatic Speech Recognition	Aug 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Performance Monitoring for End-to-End Speech Recognition	Apr 9, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Performant ASR Models for Medical Entities in Accented Speech	Jun 18, 2024	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