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 1781–1790 of 3012 papers

Title	Date	Tasks	Status
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge	Apr 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Probing Statistical Representations For End-To-End ASR	Nov 3, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems	Feb 29, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers	Mar 30, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding	Jun 12, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Progress in Multilingual Speech Recognition for Low Resource Languages Kurmanji Kurdish, Cree and Inuktut	Jun 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Progressive Down-Sampling for Acoustic Encoding	Nov 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition	Jul 21, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Progressive Multi-Scale Self-Supervised Learning for Speech Recognition	Dec 7, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Progressive unsupervised domain adaptation for ASR using ensemble models and multi-stage training	Feb 7, 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