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 2121–2130 of 3012 papers

Title	Date	Tasks	Status
Fine-Grained Grounding for Multimodal Speech Recognition	Oct 5, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Study on Lip Localization Techniques used for Lip reading from a Video	Sep 28, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning	Sep 23, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
End-to-End Learning of Speech 2D Feature-Trajectory for Prosthetic Hands	Sep 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition	Sep 14, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-modal embeddings using multi-task learning for emotion recognition	Sep 10, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Unmanned Aerial Vehicle Control Through Domain-based Automatic Speech Recognition	Sep 9, 2020	Action RecognitionAutomatic Speech Recognition	—Unverified
Robust Spoken Language Understanding with RL-based Value Error Recovery	Sep 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Silent Speech Interfaces for Speech Restoration: A Review	Sep 4, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Voice Conversion by Cascading Automatic Speech Recognition and Text-to-Speech Synthesis with Prosody Transfer	Sep 3, 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