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 2581–2590 of 3012 papers

Title	Date	Tasks	Status
A Hierarchical Neural Model for Learning Sequences of Dialogue Acts	Apr 1, 2017	Automatic Speech Recognition (ASR)Machine Translation	—Unverified
A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews	Dec 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A higher order Minkowski loss for improved prediction ability of acoustic model in ASR	Dec 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition	Jul 10, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
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
Bonseyes AI Pipeline -- bringing AI to you. End-to-end integration of data, algorithms and deployment tools	Jan 15, 2019	Automatic Speech Recognition (ASR)image-classification	—Unverified
A Joint Model of Orthography and Morphological Segmentation	Jun 1, 2016	Automatic Speech Recognition (ASR)Keyword Spotting	—Unverified
A Language Agnostic Multilingual Streaming On-Device ASR System	Aug 29, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Lexical-aware Non-autoregressive Transformer-based ASR Model	May 18, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Algorithms For Automatic Accentuation And Transcription Of Russian Texts In Speech Recognition Systems	Oct 3, 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