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 731–740 of 3012 papers

Title	Date	Tasks	Status
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
Audio-visual Recognition of Overlapped speech for the LRS2 dataset	Jan 6, 2020	Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Audio-visual multi-channel speech separation, dereverberation and recognition	Apr 5, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Audio-visual Multi-channel Recognition of Overlapped Speech	May 18, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Audio-visual Multi-channel Integration and Recognition of Overlapped Speech	Nov 16, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A meta learning scheme for fast accent domain expansion in Mandarin speech recognition	Jul 23, 2023	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 Code-Switching Corpus of Turkish-German Conversations	Apr 1, 2017	Automatic Speech Recognition (ASR)Language Identification	—Unverified
A Meeting Transcription System for an Ad-Hoc Acoustic Sensor Network	May 2, 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