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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 941–950 of 3012 papers

Title	Date	Tasks	Status
Automatic speech recognition in the diagnosis of primary progressive aphasia	Aug 1, 2013	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An analysis of degenerating speech due to progressive dysarthria on ASR performance	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Does Speech enhancement of publicly available data help build robust Speech Recognition Systems?	Oct 29, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?	May 4, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Does Whisper understand Swiss German? An automatic, qualitative, and human evaluation	Apr 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Can We Train a Language Model Inside an End-to-End ASR Model? - Investigating Effective Implicit Language Modeling	Oct 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Domain Adaptation of low-resource Target-Domain models using well-trained ASR Conformer Models	Feb 18, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Prompt Tuning GPT-2 language model for parameter-efficient domain adaptation of ASR systems	Dec 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic Speech Recognition System-Independent Word Error Rate Estimation	Apr 25, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent?	Oct 21, 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