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

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Showing 2801–2825 of 3012 papers

Title	Date	Tasks	Status
Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation	Oct 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
When Is TTS Augmentation Through a Pivot Language Useful?	Jul 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Audio Segmentation for Robust Real-Time Speech Recognition Based on Neural Networks	Dec 1, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Pretext Tasks selection for multitask self-supervised speech representation learning	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
An Automatic Speech Recognition System for Bengali Language based on Wav2Vec2 and Transfer Learning	Sep 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Learning to adapt: a meta-learning approach for speaker adaptation	Aug 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Improving LSTM-CTC based ASR performance in domains with limited training data	Jul 3, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Discrete Speech Unit Extraction via Independent Component Analysis	Jan 11, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Speech Emotion Recognition with ASR Transcripts: A Comprehensive Study on Word Error Rate and Fusion Techniques	Jun 12, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Segmentation-Free Streaming Machine Translation	Sep 26, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation	Sep 5, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation	Oct 18, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Speech-enhanced and Noise-aware Networks for Robust Speech Recognition	Mar 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition	Jan 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Selective Attention Merging for low resource tasks: A case study of Child ASR	Jan 14, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Improving CTC-based speech recognition via knowledge transferring from pre-trained language models	Feb 22, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Comparative Study on Transformer vs RNN in Speech Applications	Sep 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
ASDF: A Differential Testing Framework for Automatic Speech Recognition Systems	Feb 11, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Swiss Parliaments Corpus, an Automatically Aligned Swiss German Speech to Standard German Text Corpus	Oct 6, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Adapting the adapters for code-switching in multilingual ASR	Oct 11, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding	Feb 10, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition	Mar 22, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions	Jan 22, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese	Apr 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Leveraging Broadcast Media Subtitle Transcripts for Automatic Speech Recognition and Subtitling	Feb 5, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available

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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