Automatic Speech Recognition

Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech Interspeech 2022 Exploring the Effect of Dialect Mismatched Language Models in Telugu Automatic Speech Recognition NAACL 2022 External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge Interspeech 2022 Federated Domain Adaptation for ASR with Full Self-Supervision Interspeech 2022 Federated Pruning: Improving Neural Network Efficiency with Federated Learning Interspeech 2022 FedNST: Federated Noisy Student Training for Automatic Speech Recognition Interspeech 2022 FiLM Conditioning with Enhanced Feature to the Transformer-based End-to-End Noisy Speech Recognition Interspeech 2022 Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil ACL 2022 Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022 From Undercomplete to Sparse Overcomplete Autoencoders to Improve LF-MMI based Speech Recognition Interspeech 2022 Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers Interspeech 2022 Global Normalization for Streaming Speech Recognition in a Modular Framework NeurIPS 2022 Gram Vaani ASR Challenge on spontaneous telephone speech recordings in regional variations of Hindi Interspeech 2022 Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning Interspeech 2022 How bad are artifacts?: Analyzing the impact of speech enhancement errors on ASR Interspeech 2022 How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022 Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation Interspeech 2022 Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing Interspeech 2022 Improving ASR Robustness in Noisy Condition Through VAD Integration Interspeech 2022 Improving Code-switched ASR with Linguistic Information COLING 2022 Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction Model Interspeech 2022 Improving Data Driven Inverse Text Normalization using Data Augmentation and Machine Translation Interspeech 2022 Improving Deliberation by Text-Only and Semi-Supervised Training Interspeech 2022 Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Interspeech 2022 Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing Interspeech 2022