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 641–650 of 3012 papers

Title	Date	Tasks	Status	Hype
Speech collage: code-switched audio generation by collaging monolingual corpora	Sep 27, 2023	Audio GenerationAutomatic Speech Recognition	CodeCode Available	1
Learning from Flawed Data: Weakly Supervised Automatic Speech Recognition	Sep 26, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Segmentation-Free Streaming Machine Translation	Sep 26, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Segment-Level Vectorized Beam Search Based on Partially Autoregressive Inference	Sep 26, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Connecting Speech Encoder and Large Language Model for ASR	Sep 25, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Cross-modal Alignment with Optimal Transport for CTC-based ASR	Sep 24, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Human Transcription Quality Improvement	Sep 24, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Speech enhancement with frequency domain auto-regressive modeling	Sep 24, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR	Sep 22, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Affect Recognition in Conversations Using Large Language Models	Sep 22, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

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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