Hesam Sagha

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Topics

Automatic Speech Recognition

Adaboost Classifier

Top Venues

WIREs Data Mining Knowl. Discov.

Int. J. Speech Technol.

Publications

Monica González Machorro, Pascal Hecker, Uwe D. Reichel, Helly N. Hammer, Robert Hoepner, Lisa Pedrotti, Alisha Zmutt, Hesam Sagha, Johan van Beek, Florian Eyben, Dagmar M. Schuller, Björn W. Schuller, Bert Arnrich
Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features. INTERSPEECH (2023)
Siyang Song, Yiming Luo, Vincenzo Ronca, Gianluca Borghini, Hesam Sagha, Vera Barbara Rick, Alexander Mertens, Hatice Gunes
Deep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings. ECCV Workshops (5) (2022)
Andreas Triantafyllopoulos, Hesam Sagha, Florian Eyben, Björn W. Schuller
audEERING's approach to the One-Minute-Gradual Emotion Challenge. CoRR (2018)
Paul Buitelaar, Ian D. Wood, Sapna Negi, Mihael Arcan, John P. McCrae, Andrejs Abele, Cécile Robin, Vladimir Andryushechkin, Housam Ziad, Hesam Sagha, Maximilian Schmitt, Björn W. Schuller, J. Fernando Sánchez-Rada, Carlos Angel Iglesias, Carlos Navarro, Andreas Giefer, Nicolaus Heise, Vincenzo Masucci, Francesco A. Danza, Ciro Caterino, Pavel Smrz, Michal Hradis, Filip Povolný, Marek Klimes, Pavel Matejka, Giovanni Tummarello
MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis. IEEE Trans. Multim. 20 (9) (2018)
Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, Björn W. Schuller
Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features. AIME (2017)
Hesam Sagha, Nicholas Cummins, Björn W. Schuller
Stacked denoising autoencoders for sentiment analysis: a review. WIREs Data Mining Knowl. Discov. 7 (5) (2017)
J. Fernando Sánchez-Rada, Carlos Angel Iglesias, Hesam Sagha, Björn W. Schuller, Ian D. Wood, Paul Buitelaar
Multimodal multimodel emotion analysis as linked data. ACII Workshops (2017)
Simone Hantke, Hesam Sagha, Nicholas Cummins, Björn W. Schuller
Emotional Speech of Mentally and Physically Disabled Individuals: Introducing the EmotAsS Database and First Findings. INTERSPEECH (2017)
Hesam Sagha, Jun Deng, Björn W. Schuller
The effect of personality trait, age, and gender on the performance of automatic speech valence recognition. ACII (2017)
Bogdan Vlasenko, Hesam Sagha, Nicholas Cummins, Björn W. Schuller
Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based Depression Recognition. INTERSPEECH (2017)
Hesam Sagha, Jun Deng, Maryna Gavryukova, Jing Han, Björn W. Schuller
Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace. ICASSP (2016)
Hesam Sagha, Feipeng Li, Ehsan Variani, José del R. Millán, Ricardo Chavarriaga, Björn W. Schuller
Stream fusion for multi-stream automatic speech recognition. Int. J. Speech Technol. 19 (4) (2016)
Hesam Sagha, Pavel Matejka, Maryna Gavryukova, Filip Povolný, Erik Marchi, Björn W. Schuller
Enhancing Multilingual Recognition of Emotion in Speech by Language Identification. INTERSPEECH (2016)
Hesam Sagha, Serafeim Perdikis, José del R. Millán, Ricardo Chavarriaga
Quantifying Electrode Reliability During Brain-Computer Interface Operation. IEEE Trans. Biomed. Eng. 62 (3) (2015)
Hesam Sagha, Eduardo Coutinho, Björn W. Schuller
Exploring the Importance of Individual Differences to the Automatic Estimation of Emotions Induced by Music. AVEC@ACM Multimedia (2015)
Hesam Sagha, Hamidreza Bayati, José del R. Millán, Ricardo Chavarriaga
On-line anomaly detection and resilience in classifier ensembles. Pattern Recognit. Lett. 34 (15) (2013)
Ricardo Chavarriaga, Hesam Sagha, Alberto Calatroni, Sundara Tejaswi Digumarti, Gerhard Tröster, José del R. Millán, Daniel Roggen
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition. Pattern Recognit. Lett. 34 (15) (2013)
Hesam Sagha, Alberto Calatroni, José del R. Millán, Daniel Roggen, Gerhard Tröster, Ricardo Chavarriaga
Robust activity recognition combining anomaly detection and classifier retraining. BSN (2013)
Oresti Baños, Alberto Calatroni, Miguel Damas, Héctor Pomares, Ignacio Rojas, Hesam Sagha, José del R. Millán, Gerhard Tröster, Ricardo Chavarriaga, Daniel Roggen
Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities. ISWC (2012)
Marc Kurz, Gerold Hölzl, Alois Ferscha, Hesam Sagha, José del R. Millán, Ricardo Chavarriaga
Dynamic Quantification of Activity Recognition Capabilities in Opportunistic Systems. VTC Spring (2011)
Hesam Sagha, José del R. Millán, Ricardo Chavarriaga
Detecting and Rectifying Anomalies in Body Sensor Networks. BSN (2011)
Hesam Sagha, José del R. Millán, Ricardo Chavarriaga
Detecting anomalies to improve classification performance in opportunistic sensor networks. PerCom Workshops (2011)
Daniel Roggen, Alberto Calatroni, Kilian Förster, Gerhard Tröster, Paul Lukowicz, David Bannach, Alois Ferscha, Marc Kurz, Gerold Hölzl, Hesam Sagha, Hamidreza Bayati, José del R. Millán, Ricardo Chavarriaga
Activity Recognition in Opportunistic Sensor Environments. FET (2011)
Hesam Sagha, Sundara Tejaswi Digumarti, José del R. Millán, Ricardo Chavarriaga, Alberto Calatroni, Daniel Roggen, Gerhard Tröster
Benchmarking classification techniques using the Opportunity human activity dataset. SMC (2011)
Ricardo Chavarriaga, Hesam Sagha, José del R. Millán
Ensemble creation and reconfiguration for activity recognition: An information theoretic approach. SMC (2011)
Hesam Sagha, Saeed Bagheri Shouraki, Seyed Hossein Khasteh, Ali Akbar Kiaei
Reinforcement Learning Based on Active Learning Method CoRR (2010)
Daniel Roggen, Alberto Calatroni, Mirco Rossi, Thomas Holleczek, Kilian Förster, Gerhard Tröster, Paul Lukowicz, David Bannach, Gerald Pirkl, Alois Ferscha, Jakob Doppler, Clemens Holzmann, Marc Kurz, Gerald Holl, Ricardo Chavarriaga, Hesam Sagha, Hamidreza Bayati, Marco Creatura, José del R. Millán
Collecting complex activity datasets in highly rich networked sensor environments. INSS (2010)