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Regression

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Papers

Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models INTERSPEECH 2021
Articulatory Coordination for Speech Motor Tracking in Huntington Disease INTERSPEECH 2021
Modeling Dysphonia Severity as a Function of Roughness and Breathiness Ratings in the GRBAS Scale INTERSPEECH 2021
Time Delay Estimation for Speaker Localization Using CNN-Based Parametrized GCC-PHAT Features INTERSPEECH 2021
Automatic Extraction of Speech Rhythm Descriptors for Speech Intelligibility Assessment in the Context of Head and Neck Cancers INTERSPEECH 2021
The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation INTERSPEECH 2021
CNN-Based Processing of Acoustic and Radio Frequency Signals for Speaker Localization from MAVs INTERSPEECH 2021
Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-Specific Scaling INTERSPEECH 2021
A Maximum Likelihood Approach to SNR-Progressive Learning Using Generalized Gaussian Distribution for LSTM-Based Speech Enhancement INTERSPEECH 2021
Using Transposed Convolution for Articulatory-to-Acoustic Conversion from Real-Time MRI Data INTERSPEECH 2021
Towards the Prediction of the Vocal Tract Shape from the Sequence of Phonemes to be Articulated INTERSPEECH 2021
Changes in Glottal Source Parameter Values with Light to Moderate Physical Load INTERSPEECH 2021
Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition INTERSPEECH 2021
Tackling the ADRESSO Challenge 2021: The MUET-RMIT System for Alzheimer’s Dementia Recognition from Spontaneous Speech INTERSPEECH 2021
Alzheimer’s Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs INTERSPEECH 2021
Age Estimation with Speech-Age Model for Heterogeneous Speech Datasets INTERSPEECH 2021
Toward Genre Adapted Closed Captioning INTERSPEECH 2021
Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale INTERSPEECH 2021
The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021
A Unified Framework for Random Forest Prediction Error Estimation JMLR 2021
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit JMLR 2021
Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors JMLR 2021
Entangled Kernels - Beyond Separability JMLR 2021
Finite Time LTI System Identification JMLR 2021
Inference In High-dimensional Single-Index Models Under Symmetric Designs JMLR 2021