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 2901–2925 of 3012 papers

Title	Date	Tasks	Status
LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring	Apr 6, 2021	ARCAutomatic Speech Recognition	CodeCode Available
Attentively Embracing Noise for Robust Latent Representation in BERT	Dec 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Analyzing the impact of speaker localization errors on speech separation for automatic speech recognition	Oct 24, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Attention-based Multi-hypothesis Fusion for Speech Summarization	Nov 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
On-Device Neural Language Model Based Word Prediction	Aug 1, 2018	Automatic Speech Recognition (ASR)Language Modeling	CodeCode Available
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data	Sep 22, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition	Nov 19, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Spoken English Intelligibility Remediation with PocketSphinx Alignment and Feature Extraction Improves Substantially over the State of the Art	Sep 6, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Deep Learning for Audio Signal Processing	Apr 30, 2019	Audio Signal ProcessingAutomatic Speech Recognition	CodeCode Available
Greek2MathTex: A Greek Speech-to-Text Framework for LaTeX Equations Generation	Dec 11, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR	Jan 13, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Spoken Language Intent Detection using Confusion2Vec	Apr 7, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator	May 30, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Assessing the Use of Prosody in Constituency Parsing of Imperfect Transcripts	Jun 14, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition	Nov 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Training dynamic models using early exits for automatic speech recognition on resource-constrained devices	Sep 18, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
BERSting at the Screams: A Benchmark for Distanced, Emotional and Shouted Speech Recognition	Apr 30, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Comparing Self-Supervised Learning Models Pre-Trained on Human Speech and Animal Vocalizations for Bioacoustics Processing	Jan 10, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization	Mar 29, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
MaSS: A Large and Clean Multilingual Corpus of Sentence-aligned Spoken Utterances Extracted from the Bible	Jul 30, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Recurrent DNNs and its Ensembles on the TIMIT Phone Recognition Task	Jun 19, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Textless Dependency Parsing by Labeled Sequence Prediction	Jul 14, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Massively Multilingual Neural Grapheme-to-Phoneme Conversion	Aug 4, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors	Oct 27, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Collecting Resources in Sub-Saharan African Languages for Automatic Speech Recognition: a Case Study of Wolof	May 1, 2016	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