Speech-Based Estimation of Schizophrenia Severity Using Feature Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Premananth, Gowtham, Espy-Wilson, Carol |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-supervised Multimodal Speech Representations for the Assessment of Schizophrenia Symptoms
by: Premananth, Gowtham, et al.
Published: (2024)
by: Premananth, Gowtham, et al.
Published: (2024)
Quantifying Articulatory Coordination as a Biomarker for Schizophrenia
by: Premananth, Gowtham, et al.
Published: (2025)
by: Premananth, Gowtham, et al.
Published: (2025)
A Computational Approach to Analyzing Disrupted Language in Schizophrenia: Integrating Surprisal and Coherence Measures
by: Premananth, Gowtham, et al.
Published: (2025)
by: Premananth, Gowtham, et al.
Published: (2025)
Speech-Based Prioritization for Schizophrenia Intervention
by: Premananth, Gowtham, et al.
Published: (2025)
by: Premananth, Gowtham, et al.
Published: (2025)
Analyzing the Impact of Accent on English Speech: Acoustic and Articulatory Perspectives
by: Premananth, Gowtham, et al.
Published: (2025)
by: Premananth, Gowtham, et al.
Published: (2025)
Multimodal Biomarkers for Schizophrenia: Towards Individual Symptom Severity Estimation
by: Premananth, Gowtham, et al.
Published: (2025)
by: Premananth, Gowtham, et al.
Published: (2025)
A Multimodal Framework for the Assessment of the Schizophrenia Spectrum
by: Premananth, Gowtham, et al.
Published: (2024)
by: Premananth, Gowtham, et al.
Published: (2024)
A multi-modal approach for identifying schizophrenia using cross-modal attention
by: Premananth, Gowtham, et al.
Published: (2023)
by: Premananth, Gowtham, et al.
Published: (2023)
Reverse Attention for Lightweight Speech Enhancement on Edge Devices
by: Ojha, Shuubham, et al.
Published: (2025)
by: Ojha, Shuubham, et al.
Published: (2025)
Articulation-Informed ASR: Integrating Articulatory Features into ASR via Auxiliary Speech Inversion and Cross-Attention Fusion
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
Acoustic to Articulatory Speech Inversion for Children with Velopharyngeal Insufficiency
by: Tabatabaee, Saba, et al.
Published: (2025)
by: Tabatabaee, Saba, et al.
Published: (2025)
Enhancing Acoustic-to-Articulatory Speech Inversion by Incorporating Nasality
by: Tabatabaee, Saba, et al.
Published: (2025)
by: Tabatabaee, Saba, et al.
Published: (2025)
Towards noise-robust speech inversion through multi-task learning with speech enhancement
by: Tabatabaee, Saba, et al.
Published: (2026)
by: Tabatabaee, Saba, et al.
Published: (2026)
FT-Boosted SV: Towards Noise Robust Speaker Verification for English Speaking Classroom Environments
by: Tabatabaee, Saba, et al.
Published: (2025)
by: Tabatabaee, Saba, et al.
Published: (2025)
Perceptual Ratings Predict Speech Inversion Articulatory Kinematics in Childhood Speech Sound Disorders
by: Benway, Nina R., et al.
Published: (2025)
by: Benway, Nina R., et al.
Published: (2025)
RealClass: A Framework for Classroom Speech Simulation with Public Datasets and Game Engines
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
Improving Speech Inversion Through Self-Supervised Embeddings and Enhanced Tract Variables
by: Attia, Ahmed Adel, et al.
Published: (2023)
by: Attia, Ahmed Adel, et al.
Published: (2023)
Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults
by: Attia, Ahmed Adel, et al.
Published: (2023)
by: Attia, Ahmed Adel, et al.
Published: (2023)
Accent Conversion with Articulatory Representations
by: Siriwardena, Yashish M., et al.
Published: (2024)
by: Siriwardena, Yashish M., et al.
Published: (2024)
Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings
by: Attia, Ahmed Adel, et al.
Published: (2024)
by: Attia, Ahmed Adel, et al.
Published: (2024)
From Weak Labels to Strong Results: Utilizing 5,000 Hours of Noisy Classroom Transcripts with Minimal Accurate Data
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
SimClass: A Classroom Speech Dataset Generated via Game Engine Simulation For Automatic Speech Recognition Research
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
CPT-Boosted Wav2vec2.0: Towards Noise Robust Speech Recognition for Classroom Environments
by: Attia, Ahmed Adel, et al.
Published: (2024)
by: Attia, Ahmed Adel, et al.
Published: (2024)
Speech Synthesis From Continuous Features Using Per-Token Latent Diffusion
by: Turetzky, Arnon, et al.
Published: (2024)
by: Turetzky, Arnon, et al.
Published: (2024)
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature Fusion
by: Chung, Woo-Jin, et al.
Published: (2023)
by: Chung, Woo-Jin, et al.
Published: (2023)
Magnitude and Phase-based Feature Fusion Using Co-attention Mechanism for Speaker recognition
by: Su, Rongfeng, et al.
Published: (2025)
by: Su, Rongfeng, et al.
Published: (2025)
Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response
by: Fan, Shitong, et al.
Published: (2024)
by: Fan, Shitong, et al.
Published: (2024)
Direction-Preserving MIMO Speech Enhancement Using a Neural Covariance Estimator
by: Deppisch, Thomas
Published: (2026)
by: Deppisch, Thomas
Published: (2026)
Abusive Speech Detection in Indic Languages Using Acoustic Features
by: Spiesberger, Anika A., et al.
Published: (2024)
by: Spiesberger, Anika A., et al.
Published: (2024)
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Infant Cry Emotion Recognition Using Improved ECAPA-TDNN with Multiscale Feature Fusion and Attention Enhancement
by: Zhou, Junyu, et al.
Published: (2025)
by: Zhou, Junyu, et al.
Published: (2025)
Speech Recognition-based Feature Extraction for Enhanced Automatic Severity Classification in Dysarthric Speech
by: Choi, Yerin, et al.
Published: (2024)
by: Choi, Yerin, et al.
Published: (2024)
Weakly Supervised Phonological Features for Pathological Speech Analysis
by: Thienpondt, Jenthe, et al.
Published: (2025)
by: Thienpondt, Jenthe, et al.
Published: (2025)
Fusion of Modulation Spectrogram and SSL with Multi-head Attention for Fake Speech Detection
by: N, Rishith Sadashiv T, et al.
Published: (2025)
by: N, Rishith Sadashiv T, et al.
Published: (2025)
Cross-Modal Bottleneck Fusion For Noise Robust Audio-Visual Speech Recognition
by: Ok, Seaone, et al.
Published: (2026)
by: Ok, Seaone, et al.
Published: (2026)
A Multilingual Framework for Dysarthria: Detection, Severity Classification, Speech-to-Text, and Clean Speech Generation
by: Raghu, Ananya, et al.
Published: (2025)
by: Raghu, Ananya, et al.
Published: (2025)
Speaker Attributed Automatic Speech Recognition Using Speech Aware LLMS
by: Aronowitz, Hagai, et al.
Published: (2026)
by: Aronowitz, Hagai, et al.
Published: (2026)
Head Orientation Estimation with Distributed Microphones Using Speech Radiation Patterns
by: Müller, Kaspar, et al.
Published: (2023)
by: Müller, Kaspar, et al.
Published: (2023)
Speech Quality-Based Localization of Low-Quality Speech and Text-to-Speech Synthesis Artefacts
by: Kuhlmann, Michael, et al.
Published: (2026)
by: Kuhlmann, Michael, et al.
Published: (2026)
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech
by: Liu, Yin-Long, et al.
Published: (2025)
by: Liu, Yin-Long, et al.
Published: (2025)
Similar Items
-
Self-supervised Multimodal Speech Representations for the Assessment of Schizophrenia Symptoms
by: Premananth, Gowtham, et al.
Published: (2024) -
Quantifying Articulatory Coordination as a Biomarker for Schizophrenia
by: Premananth, Gowtham, et al.
Published: (2025) -
A Computational Approach to Analyzing Disrupted Language in Schizophrenia: Integrating Surprisal and Coherence Measures
by: Premananth, Gowtham, et al.
Published: (2025) -
Speech-Based Prioritization for Schizophrenia Intervention
by: Premananth, Gowtham, et al.
Published: (2025) -
Analyzing the Impact of Accent on English Speech: Acoustic and Articulatory Perspectives
by: Premananth, Gowtham, et al.
Published: (2025)