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Regression

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Papers

Multimodal Inductive Transfer Learning for Detection of Alzheimer’s Dementia and its Severity INTERSPEECH 2020
Automated Screening for Alzheimer’s Dementia Through Spontaneous Speech INTERSPEECH 2020
DNN No-Reference PSTN Speech Quality Prediction INTERSPEECH 2020
Non-Intrusive Diagnostic Monitoring of Fullband Speech Quality INTERSPEECH 2020
Automatic Scoring at Multi-Granularity for L2 Pronunciation INTERSPEECH 2020
Very Short-Term Conflict Intensity Estimation Using Fisher Vectors INTERSPEECH 2020
Enhancing Monotonicity for Robust Autoregressive Transformer TTS INTERSPEECH 2020
Quasi-Periodic Parallel WaveGAN Vocoder: A Non-Autoregressive Pitch-Dependent Dilated Convolution Model for Parametric Speech Generation INTERSPEECH 2020
Speaker Dependent Acoustic-to-Articulatory Inversion Using Real-Time MRI of the Vocal Tract INTERSPEECH 2020
Acoustic-to-Articulatory Inversion with Deep Autoregressive Articulatory-WaveNet INTERSPEECH 2020
Ensemble Approaches for Uncertainty in Spoken Language Assessment INTERSPEECH 2020
Using Speech Enhancement Preprocessing for Speech Emotion Recognition in Realistic Noisy Conditions INTERSPEECH 2020
A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement INTERSPEECH 2020
Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization INTERSPEECH 2020
Prediction of Sleepiness Ratings from Voice by Man and Machine INTERSPEECH 2020
Subjective Quality Evaluation of Speech Signals Transmitted via BPL-PLC Wired System INTERSPEECH 2020
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals INTERSPEECH 2020
Decoding Imagined, Heard, and Spoken Speech: Classification and Regression of EEG Using a 14-Channel Dry-Contact Mobile Headset INTERSPEECH 2020
Efficient MDI Adaptation for n-Gram Language Models INTERSPEECH 2020
An Evaluation of the Effect of Anxiety on Speech — Computational Prediction of Anxiety from Sustained Vowels INTERSPEECH 2020
Hybrid Network Feature Extraction for Depression Assessment from Speech INTERSPEECH 2020
A Statistical Learning Approach to Modal Regression JMLR 2020
High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix JMLR 2020
Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections JMLR 2020
Targeted Fused Ridge Estimation of Inverse Covariance Matrices from Multiple High-Dimensional Data Classes JMLR 2020