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 2021–2030 of 3012 papers

Title	Date	Tasks	Status
Locality enhanced dynamic biasing and sampling strategies for contextual ASR	Jan 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Local Monotonic Attention Mechanism for End-to-End Speech and Language Processing	May 23, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features	Apr 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
LongFNT: Long-form Speech Recognition with Factorized Neural Transducer	Nov 17, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Incorporating VAD into ASR System by Multi-task Learning	Mar 2, 2021	Action DetectionActivity Detection	—Unverified
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers	May 7, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Looking Enhances Listening: Recovering Missing Speech Using Images	Feb 13, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Loquacious Set: 25,000 Hours of Transcribed and Diverse English Speech Recognition Data for Research and Commercial Use	May 27, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR	Jun 7, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Loss Landscape Dependent Self-Adjusting Learning Rates in Decentralized Stochastic Gradient Descent	Dec 2, 2021	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