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 51–75 of 3012 papers

Title	Date	Tasks	Status	Hype
4-bit Conformer with Native Quantization Aware Training for Speech Recognition	Mar 29, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
CMGAN: Conformer-based Metric GAN for Speech Enhancement	Mar 28, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Robust Self-Supervised Audio-Visual Speech Recognition	Jan 5, 2022	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available	2
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction	Jan 5, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Fast Transformers with Clustered Attention	Jul 9, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities	May 23, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition	May 22, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities	Feb 16, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
VINP: Variational Bayesian Inference with Neural Speech Prior for Joint ASR-Effective Speech Dereverberation and Blind RIR Identification	Feb 11, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation Models	Feb 9, 2025	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available	1
Sagalee: an Open Source Automatic Speech Recognition Dataset for Oromo Language	Feb 1, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction	Jan 22, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula	Dec 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attention	Oct 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
VHASR: A Multimodal Speech Recognition System With Vision Hotwords	Oct 1, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Mamba for Streaming ASR Combined with Unimodal Aggregation	Sep 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition	Aug 11, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
ALIF: Low-Cost Adversarial Audio Attacks on Black-Box Speech Platforms using Linguistic Features	Aug 3, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction	Jul 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for Polish	Jul 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Vibravox: A Dataset of French Speech Captured with Body-conduction Audio Sensors	Jul 16, 2024	Automatic Phoneme RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Speech Foundation Models	Jul 5, 2024	Adversarial AttackAutomatic Speech Recognition	CodeCode Available	1
Improving Self-supervised Pre-training using Accent-Specific Codebooks	Jul 4, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Pinyin Regularization in Error Correction for Chinese Speech Recognition with Large Language Models	Jul 2, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMs	Jun 26, 2024	ArzEn Code-switched Translation to araArzEn Code-switched Translation to eng	CodeCode Available	1

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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