automatic speech recognition

ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets Interspeech 2024 Modeling Gender and Dialect Bias in Automatic Speech Recognition EMNLP 2024 MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ACL 2024 MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages EMNLP 2024 MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations Interspeech 2024 MULTI-CONVFORMER: Extending Conformer with Multiple Convolution Kernels Interspeech 2024 Multilingual Models for ASR in Chibchan Languages NAACL 2024 Multi-Modal Retrieval For Large Language Model Based Speech Recognition ACL 2024 Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition COLING 2024 myMediCon: End-to-End Burmese Automatic Speech Recognition for Medical Conversations COLING 2024 My Science Tutor (MyST)–a Large Corpus of Children’s Conversational Speech COLING 2024 NICT’s Cascaded and End-To-End Speech Translation Systems using Whisper and IndicTrans2 for the Indic Task ACL 2024 No-Reference Speech Intelligibility Prediction Leveraging a Noisy-Speech ASR Pre-Trained Model Interspeech 2024 One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model Interspeech 2024 Online Knowledge Distillation of Decoder-Only Large Language Models for Efficient Speech Recognition Interspeech 2024 On the Success and Limitations of Auxiliary Network Based Word-Level End-to-End Neural Speaker Diarization Interspeech 2024 Open-Source Conversational AI with SpeechBrain 1.0 JMLR 2024 Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion Approach EMNLP 2024 Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models Interspeech 2024 Overview of the Third Shared Task on Speech Recognition for Vulnerable Individuals in Tamil EACL 2024 PALM: Few-Shot Prompt Learning for Audio Language Models EMNLP 2024 Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR EMNLP 2024 PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL 2024 Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect ACL 2024 Performant ASR Models for Medical Entities in Accented Speech Interspeech 2024