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 471–480 of 3012 papers

Title	Date	Tasks	Status
Comparing Apples to Oranges: LLM-powered Multimodal Intention Prediction in an Object Categorization Task	Apr 12, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic Speech Recognition Advancements for Indigenous Languages of the Americas	Apr 12, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution	Apr 11, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping	Apr 10, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The X-LANCE Technical Report for Interspeech 2024 Speech Processing Using Discrete Speech Unit Challenge	Apr 9, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Mai Ho'omāuna i ka 'Ai: Language Models Improve Automatic Speech Recognition in Hawaiian	Apr 3, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Noise Masking Attacks and Defenses for Pretrained Speech Models	Apr 2, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models	Mar 31, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
LV-CTC: Non-autoregressive ASR with CTC and latent variable models	Mar 28, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition	Mar 28, 2024	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