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Regression

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Papers

Modelling Turn-taking in Multispeaker Parties for Realistic Data Simulation INTERSPEECH 2022
Global Signal-to-noise Ratio Estimation Based on Multi-subband Processing Using Convolutional Neural Network INTERSPEECH 2022
Predicting label distribution improves non-intrusive speech quality estimation INTERSPEECH 2022
Predicting pairwise preferences between TTS audio stimuli using parallel ratings data and anti-symmetric twin neural networks INTERSPEECH 2022
Visualising Model Training via Vowel Space for Text-To-Speech Systems INTERSPEECH 2022
Streaming model for Acoustic to Articulatory Inversion with transformer networks INTERSPEECH 2022
Relative Acoustic Features for Distance Estimation in Smart-Homes INTERSPEECH 2022
Joint Estimation of Direction-of-Arrival and Distance for Arrays with Directional Sensors based on Sparse Bayesian Learning INTERSPEECH 2022
Small Footprint Neural Networks for Acoustic Direction of Arrival Estimation INTERSPEECH 2022
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block INTERSPEECH 2022
Glottal inverse filtering based on articulatory synthesis and deep learning INTERSPEECH 2022
A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS INTERSPEECH 2022
Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model INTERSPEECH 2022
Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data INTERSPEECH 2022
Confidence Measure for Automatic Age Estimation From Speech INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores INTERSPEECH 2022
MOS Prediction Network for Non-intrusive Speech Quality Assessment in Online Conferencing INTERSPEECH 2022
Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network INTERSPEECH 2022
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications INTERSPEECH 2022
CCATMos: Convolutional Context-aware Transformer Network for Non-intrusive Speech Quality Assessment INTERSPEECH 2022
Multimodal Depression Severity Score Prediction Using Articulatory Coordination Features and Hierarchical Attention Based Text Embeddings INTERSPEECH 2022
Non-intrusive Speech Intelligibility Metric Prediction for Hearing Impaired Individuals INTERSPEECH 2022
Speech Intelligibility Prediction for Hearing-Impaired Listeners with the LEAP Model INTERSPEECH 2022
The 1st Clarity Prediction Challenge: A machine learning challenge for hearing aid intelligibility prediction INTERSPEECH 2022
Automatic Assessment of Speech Intelligibility using Consonant Similarity for Head and Neck Cancer INTERSPEECH 2022