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Multi-Task Learning

2,582 papers

Papers per year

3
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30
283
334
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Papers

MMER: Multimodal Multi-task Learning for Speech Emotion Recognition INTERSPEECH 2023
A Multi-Task Learning Framework for Sound Event Detection using High-level Acoustic Characteristics of Sounds INTERSPEECH 2023
Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences INTERSPEECH 2023
A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem INTERSPEECH 2023
Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data INTERSPEECH 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes INTERSPEECH 2023
4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders INTERSPEECH 2023
Modular Domain Adaptation for Conformer-Based Streaming ASR INTERSPEECH 2023
Unified Modeling of Multi-Talker Overlapped Speech Recognition and Diarization with a Sidecar Separator INTERSPEECH 2023
Mixture Encoder for Joint Speech Separation and Recognition INTERSPEECH 2023
Integrating Emotion Recognition with Speech Recognition and Speaker Diarisation for Conversations INTERSPEECH 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement INTERSPEECH 2023
Diverse Feature Mapping and Fusion via Multitask Learning for Multilingual Speech Emotion Recognition INTERSPEECH 2023
Speech Emotion Recognition using Decomposed Speech via Multi-task Learning INTERSPEECH 2023
Towards Multi-task Learning of Speech and Speaker Recognition INTERSPEECH 2023
Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models INTERSPEECH 2023
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning INTERSPEECH 2023
MOSLight: A Lightweight Data-Efficient System for Non-Intrusive Speech Quality Assessment INTERSPEECH 2023
Spatialization Quality Metric for Binaural Speech INTERSPEECH 2023
Cluster-Specific Predictions with Multi-Task Gaussian Processes JMLR 2023
HiClass: a Python Library for Local Hierarchical Classification Compatible with Scikit-learn JMLR 2023
Gap Minimization for Knowledge Sharing and Transfer JMLR 2023
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023
LibMTL: A Python Library for Deep Multi-Task Learning JMLR 2023