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Regression

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Papers

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
ELO-SPHERES intelligibility prediction model for the Clarity Prediction Challenge 2022 INTERSPEECH 2022
Predicting Emotional Intensity in Political Debates via Non-verbal Signals INTERSPEECH 2022
Prediction of L2 speech proficiency based on multi-level linguistic features INTERSPEECH 2022
Transformer Networks for Non-Intrusive Speech Quality Prediction INTERSPEECH 2022
Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications INTERSPEECH 2022
Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis INTERSPEECH 2022
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates INTERSPEECH 2022
The Effects of Implicit and Explicit Feedback in an ASR-based Reading Tutor for Dutch First-graders INTERSPEECH 2022
Response Timing Estimation for Spoken Dialog System using Dialog Act Estimation INTERSPEECH 2022
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 INTERSPEECH 2022
Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment INTERSPEECH 2022
Using Rater and System Metadata to Explain Variance in the VoiceMOS Challenge 2022 Dataset INTERSPEECH 2022