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 2711–2720 of 3012 papers

Title	Date	Tasks	Status
Towards Processing of the Oral History Interviews and Related Printed Documents	May 1, 2018	Automatic Speech Recognition (ASR)Optical Character Recognition (OCR)	—Unverified
ASR for Documenting Acutely Under-Resourced Indigenous Languages	May 1, 2018	Automatic Speech Recognition (ASR)Language Modeling	—Unverified
Automatic Documentation of ICD Codes with Far-Field Speech Recognition	Apr 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese	Apr 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
End-to-End Multimodal Speech Recognition	Apr 25, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic speech recognition for launch control center communication using recurrent neural networks with data augmentation and custom language model	Apr 24, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Precise Detection of Speech Endpoints Dynamically: A Wavelet Convolution based approach	Apr 17, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Neural Network Language Modeling with Letter-based Features and Importance Sampling	Apr 15, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Language Recognition using Time Delay Deep Neural Network	Apr 13, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ESPnet: End-to-End Speech Processing Toolkit	Mar 30, 2018	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