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 1651–1660 of 3012 papers

Title	Date	Tasks	Status
Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection	Dec 9, 2024	AllAlzheimer's Disease Detection	—Unverified
NUVA: A Naming Utterance Verifier for Aphasia Treatment	Feb 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022	May 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
OAVA: the open audio-visual archives aggregator	Dec 16, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Off-topic Response Detection for Spontaneous Spoken English Assessment	Aug 1, 2016	Automatic Speech Recognition (ASR)Semantic Textual Similarity	—Unverified
OLR 2021 Challenge: Datasets, Rules and Baselines	Jul 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet	Oct 15, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On Building Spoken Language Understanding Systems for Low Resourced Languages	May 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode	Jun 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On Construction of the ASR-oriented Indian English Pronunciation Dictionary	May 1, 2020	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