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Multi-Task Learning

2,582 papers

Papers per year

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Papers

Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement INTERSPEECH 2021
Leveraging Speaker Attribute Information Using Multi Task Learning for Speaker Verification and Diarization INTERSPEECH 2021
Multi-Task Neural Network for Robust Multiple Speaker Embedding Extraction INTERSPEECH 2021
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks INTERSPEECH 2021
Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks Using Switching Tokens INTERSPEECH 2021
Targeted Keyword Filtering for Accelerated Spoken Topic Identification INTERSPEECH 2021
Joint Feature Enhancement and Speaker Recognition with Multi-Objective Task-Oriented Network INTERSPEECH 2021
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021
Modeling and Training Strategies for Language Recognition Systems INTERSPEECH 2021
Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems INTERSPEECH 2021
ASR Posterior-Based Loss for Multi-Task End-to-End Speech Translation INTERSPEECH 2021
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion INTERSPEECH 2021
Efficient Weight Factorization for Multilingual Speech Recognition INTERSPEECH 2021
Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition INTERSPEECH 2021
Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement INTERSPEECH 2021
Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction INTERSPEECH 2021
Auxiliary Sequence Labeling Tasks for Disfluency Detection INTERSPEECH 2021
Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech INTERSPEECH 2021
Collaborative Training of Acoustic Encoders for Speech Recognition INTERSPEECH 2021
An Integrated Framework for Two-Pass Personalized Voice Trigger INTERSPEECH 2021
Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling INTERSPEECH 2021
mvlearn: Multiview Machine Learning in Python JMLR 2021
Suboptimal coverings for continuous spaces of control tasks L4DC 2021
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021
Modeling the Severity of Complaints in Social Media NAACL 2021