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 2721–2730 of 3012 papers

Title	Date	Tasks	Status
Towards Unsupervised Automatic Speech Recognition Trained by Unaligned Speech and Text only	Mar 29, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines	Mar 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Machine Speech Chain with One-shot Speaker Adaptation	Mar 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline	Mar 27, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-Modal Data Augmentation for End-to-End ASR	Mar 27, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Light Gated Recurrent Units for Speech Recognition	Mar 26, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion	Mar 13, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Extracting Domain Invariant Features by Unsupervised Learning for Robust Automatic Speech Recognition	Mar 7, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On Modular Training of Neural Acoustics-to-Word Model for LVCSR	Mar 3, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evaluating Automatic Speech Recognition in Translation	Mar 1, 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