Photo of Felipe Lage Teixeira

Felipe Lage Teixeira

Fellowships Instituto Politécnico de Bragança

Biography

Felipe Lage Teixeira has a degree in Electrical and Computer Engineering and a master's in Industrial Engineering – Electrical Engineering branch were obtained from the Polytechnic Institute of Bragança. Currently, a PhD student in Electrical and Computer Engineering is being pursued at the University of Trás-os-Montes e Alto Douro (Vila Real). As part of the master's degree, a thesis titled "Using Machine Learning Tools to Diagnose Laryngeal Pathologies" was written under the supervision of Professor João Paulo Ramos Teixeira, within the scope of the IAPMEI - StartUp Voucher 2018 Programme. The main objective of the PhD is to identify schizophrenia through speech analysis. Additionally, a research fellowship was held in the project "GreenHealth: Digital and bio-based strategies to improve well-being and promote green health"

Research Output

14 Publications
209 Citations

Publications

Authors Title Year
João Paulo Ramos Teixeira, Felipe Lage Teixeira Schizophrenia Diagnosis Support withSpectral andCepstral Features ofSpeech 2026
João Paulo Ramos Teixeira, Felipe Lage Teixeira AI Schizophrenia Diagnosis Through Speech Features F0 and MFCC 2025
João Paulo Ramos Teixeira, Felipe Lage Teixeira Nonperiodic Pathologic Voice Signals Classification Using Mel-Spectrogram and VGGish 2025
João Paulo Ramos Teixeira, Felipe Lage Teixeira F0, LPC, andMFCC Analysis forEmotion Recognition Based onSpeech 2022
João Paulo Ramos Teixeira, Felipe Lage Teixeira Analysis of the Middle and Long Latency ERP Components in Schizophrenia 2021
João Paulo Ramos Teixeira, Felipe Lage Teixeira Deep-learning in Identification of Vocal Pathologies 2020
João Paulo Ramos Teixeira, Felipe Lage Teixeira Parameters for Vocal Acoustic Analysis - Cured Database 2019
João Paulo Ramos Teixeira, Felipe Lage Teixeira Outliers Treatment to Improve the Recognition of Voice Pathologies 2019
João Paulo Ramos Teixeira, Felipe Lage Teixeira Transfer Learning with AudioSet to Voice Pathologies Identification in Continuous Speech 2019
João Paulo Ramos Teixeira, Felipe Lage Teixeira Classification of control/pathologic subjects with support vector machines 2018
João Paulo Ramos Teixeira, Felipe Lage Teixeira Long short term memory on chronic laryngitis classification 2018
João Paulo Ramos Teixeira, Felipe Lage Teixeira Harmonic to noise ratio measurement - Selection of window and length 2018
Paula Odete Fernandes, João Paulo Ramos Teixeira, Felipe Lage Teixeira Cured database of sustained speech parameters for chronic laryngitis pathology 2018
Paula Odete Fernandes, João Paulo Ramos Teixeira, Felipe Lage Teixeira Acoustic analysis of chronic laryngitis statistical analysis of sustained speech parameters 2018