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 241–250 of 3012 papers

Title	Date	Tasks	Status	Hype
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges	Oct 7, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
CR-CTC: Consistency regularization on CTC for improved speech recognition	Oct 7, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
The OCON model: an old but green solution for distributable supervised classification for acoustic monitoring in smart cities	Oct 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Algorithms For Automatic Accentuation And Transcription Of Russian Texts In Speech Recognition Systems	Oct 3, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition	Oct 3, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Spoken Grammar Assessment Using LLM	Oct 2, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
End-to-End Speech Recognition with Pre-trained Masked Language Model	Oct 1, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Recent Advances in Speech Language Models: A Survey	Oct 1, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
VHASR: A Multimodal Speech Recognition System With Vision Hotwords	Oct 1, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Automatic Speech Recognition for the Ika Language	Oct 1, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

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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