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 611–620 of 3012 papers

Title	Date	Tasks	Status
An Attentional Model for Speech Translation Without Transcription	Jun 1, 2016	Automatic Speech Recognition (ASR)model	—Unverified
Adaptive Multi-Corpora Language Model Training for Speech Recognition	Nov 9, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic Syllabification for Manipuri language	Dec 1, 2016	Automatic Speech Recognition (ASR)Segmentation	—Unverified
Automatic Spoken Language Identification using a Time-Delay Neural Network	May 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Anatomy of Industrial Scale Multilingual ASR	Apr 15, 2024	AnatomyAutomatic Speech Recognition	—Unverified
Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies	Jul 13, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic Speech Recognition with BERT and CTC Transformers: A Review	Oct 12, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An ASR-free Fluency Scoring Approach with Self-Supervised Learning	Feb 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Adaptive Frequency Cepstral Coefficients for Word Mispronunciation Detection	Feb 25, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings	Mar 31, 2022	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