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 381–390 of 3012 papers

Title	Date	Tasks	Status
4-bit Quantization of LSTM-based Speech Recognition Models	Aug 27, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Handling Numeric Expressions in Automatic Speech Recognition	Jul 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR	Sep 22, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Auditory-Based Data Augmentation for End-to-End Automatic Speech Recognition	Apr 8, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Mixture of Expert Based Deep Neural Network for Improved ASR	Dec 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Amharic-English Speech Translation in Tourism Domain	Sep 1, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Adam^+: A Stochastic Method with Adaptive Variance Reduction	Nov 24, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio	May 30, 2018	Adversarial AttackAudio Compression	—Unverified
A meta learning scheme for fast accent domain expansion in Mandarin speech recognition	Jul 23, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Code-Switching Corpus of Turkish-German Conversations	Apr 1, 2017	Automatic Speech Recognition (ASR)Language Identification	—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