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 501–510 of 3012 papers

Title	Date	Tasks	Status	Hype
Exploration of Adapter for Noise Robust Automatic Speech Recognition	Feb 28, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps	Feb 28, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models	Feb 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement	Feb 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Mel-FullSubNet: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR	Feb 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification	Feb 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Ain't Misbehavin' -- Using LLMs to Generate Expressive Robot Behavior in Conversations with the Tabletop Robot Haru	Feb 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity	Feb 13, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models	Feb 12, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension	Feb 12, 2024	2kAutomatic Speech Recognition	CodeCode Available	2

Show:10 25 50

← PrevPage 51 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