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 1381–1390 of 3012 papers

Title	Date	Tasks	Status
H_eval: A new hybrid evaluation metric for automatic speech recognition tasks	Nov 3, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks	May 4, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition	Apr 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Blending LLMs into Cascaded Speech Translation: KIT's Offline Speech Translation System for IWSLT 2024	Jun 24, 2024	Action DetectionActivity Detection	—Unverified
Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings	Jan 6, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An investigation of modularity for noise robustness in conformer-based ASR	Sep 9, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge	Jan 7, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Ideal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text	Sep 17, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Identifying dialects with textual and acoustic cues	Apr 1, 2017	Automatic Speech Recognition (ASR)Speech Recognition	—Unverified
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling	Dec 21, 2024	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