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 1991–2000 of 3012 papers

Title	Date	Tasks	Status
SpatialNet: A Declarative Resource for Spatial Relations	Jun 1, 2019	Automatic Speech Recognition (ASR)	—Unverified
Speaker Adaptation for Attention-Based End-to-End Speech Recognition	Nov 9, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker Adaptation for End-to-End CTC Models	Jan 4, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition	Feb 21, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker Adapted Beamforming for Multi-Channel Automatic Speech Recognition	Jun 19, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker and Language Change Detection using Wav2vec2 and Whisper	Feb 18, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker Anonymization with Phonetic Intermediate Representations	Jul 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker-aware speech-transformer	Jan 2, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker Change Detection for Transformer Transducer ASR	Feb 16, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speaker conditioning of acoustic models using affine transformation for multi-speaker speech recognition	Oct 30, 2021	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