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Classification

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Papers

Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. INTERSPEECH 2023
Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma INTERSPEECH 2023
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features INTERSPEECH 2023
Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on? INTERSPEECH 2023
Whisper Encoder features for Infant Cry Classification INTERSPEECH 2023
Towards Paralinguistic-Only Speech Representations for End-to-End Speech Emotion Recognition INTERSPEECH 2023
Speaking State Decoder with Transition Detection for Next Speaker Prediction INTERSPEECH 2023
Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022 INTERSPEECH 2023
Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance INTERSPEECH 2023
Multi-resolution Approach to Identification of Spoken Languages and To Improve Overall Language Diarization System Using Whisper Model INTERSPEECH 2023
Dynamic Fully-Connected Layer for Large-Scale Speaker Verification INTERSPEECH 2023
Real Time Detection of Soft Voice for Speech Enhancement INTERSPEECH 2023
J-ToneNet: A Transformer-based Encoding Network for Improving Tone Classification in Continuous Speech via F0 Sequences INTERSPEECH 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study INTERSPEECH 2023
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? INTERSPEECH 2023
Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis INTERSPEECH 2023
The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech INTERSPEECH 2023
Towards Reference Speech Characterization for Health Applications INTERSPEECH 2023
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors INTERSPEECH 2023
Multimodal Assessment of Bulbar Amyotrophic Lateral Sclerosis (ALS) Using a Novel Remote Speech Assessment App INTERSPEECH 2023
On the Use of High Frequency Information for Voice Pathology Classification INTERSPEECH 2023
Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora? INTERSPEECH 2023
Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features INTERSPEECH 2023
Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses INTERSPEECH 2023
Fine-tuned RoBERTa Model with a CNN-LSTM Network for Conversational Emotion Recognition INTERSPEECH 2023