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 631–640 of 3012 papers

Title	Date	Tasks	Status	Hype
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR	Sep 30, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping	Sep 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm	Sep 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning	Sep 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition	Sep 29, 2023	Audio-Visual Speech RecognitionAutomatic Speech Recognition	—Unverified	0
Wiki-En-ASR-Adapt: Large-scale synthetic dataset for English ASR Customization	Sep 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Enhancing Code-switching Speech Recognition with Interactive Language Biases	Sep 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition	Sep 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Hierarchical Cross-Modality Knowledge Transfer with Sinkhorn Attention for CTC-based ASR	Sep 28, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models	Sep 27, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1

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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