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 121–130 of 3012 papers

Title	Date	Tasks	Status	Hype
Improving the Inclusivity of Dutch Speech Recognition by Fine-tuning Whisper on the JASMIN-CGN Corpus	Feb 24, 2025	Automatic Speech Recognition (ASR)speech-recognition	CodeCode Available	0
Understanding Zero-shot Rare Word Recognition Improvements Through LLM Integration	Feb 22, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages	Feb 21, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders	Feb 21, 2025	Audio captioningAutomatic Speech Recognition	—Unverified	0
Adopting Whisper for Confidence Estimation	Feb 19, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models	Feb 18, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Benchmarking Automatic Speech Recognition coupled LLM Modules for Medical Diagnostics	Feb 18, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Gesture-Aware Zero-Shot Speech Recognition for Patients with Language Disorders	Feb 18, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities	Feb 16, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
MTLM: Incorporating Bidirectional Text Information to Enhance Language Model Training in Speech Recognition Systems	Feb 14, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

Show:10 25 50

← PrevPage 13 of 302Next →

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