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Automatic Speech Recognition

1789 directly classified papers

Papers per year

Papers

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models NIPS 2024
The Interspeech 2024 Challenge on Speech Processing Using Discrete Units INTERSPEECH 2024
Mitigating Overfitting in Structured Pruning of ASR Models with Gradient-Guided Parameter Regularization INTERSPEECH 2024
Multi-Modal Retrieval For Large Language Model Based Speech Recognition ACL 2024
BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NIPS 2024
“Allot?” is “A Lot!” Towards Developing More Generalized Speech Recognition System for Accessible Communication AAAI 2024
How Important is a Language Model for Low-resource ASR? ACL 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ACL 2024
Leveraging Adapter for Parameter-Efficient ASR Encoder INTERSPEECH 2024
Enhancing Multimodal Emotion Recognition through ASR Error Compensation and LLM Fine-Tuning INTERSPEECH 2024
Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024
Dual-path Adaptation of Pretrained Feature Extraction Module for Robust Automatic Speech Recognition INTERSPEECH 2024
Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion Approach EMNLP 2024
Self-training ASR Guided by Unsupervised ASR Teacher INTERSPEECH 2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ACL 2024
LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization INTERSPEECH 2024
Dysarthric Speech Recognition Using Curriculum Learning and Articulatory Feature Embedding INTERSPEECH 2024
Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children’s Automatic Speech Recognition INTERSPEECH 2024
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR INTERSPEECH 2024
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility INTERSPEECH 2024
Self-Train Before You Transcribe INTERSPEECH 2024
Unsupervised Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2024
Boosting Hybrid Autoregressive Transducer-based ASR with Internal Acoustic Model Training and Dual Blank Thresholding INTERSPEECH 2024
Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration EACL 2024