Nicholas Cummins
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
62
Venues
9
Active years
2011–2025
Best venue rank
A*
Where they publish
Papers
62 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | Interspeech | Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements. | Robert Lewis, Szymon Fedor, Nelson Hidalgo Julia, Joshua Curtiss, Jiyeon Kim, Noah Jones, David Mischoulon, Thomas F. Quatieri, Nicholas Cummins, Paola Pedrelli, Rosalind W. Picard |
| 2025 | Interspeech | Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models. | Roseline Polle, Agnes Norbury, Alexandra Livia Georgescu, Nicholas Cummins, Stefano Goria |
| 2025 | Interspeech | Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction. | Lauren L. White, Ewan Carr, Judith Dineley, Catarina Botelho, Pauline Conde, Faith Matcham, Carolin Oetzmann, Amos Folarin, George Fairs, Agnes Norbury, Stefano Goria, Srinivasan Vairavan, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Alberto Abad, Isabel Trancoso, Nicholas Cummins |
| 2025 | Interspeech | Challenges and practical guidelines for atypical speech data collection, annotation, usage and sharing: A multi-project perspective. | Zhengjun Yue, Mara Barberis, Tanvina Patel, Judith Dineley, Willemijn Doedens, Lottie Stipdonk, Yuanyuan Zhang, Elke De Witte, Erfan Loweimi, Hugo Van hamme, Djaina Satoer, Marina B. Ruiter, Laureano Moro-Velzquez, Nicholas Cummins, Odette Scharenborg |
| 2024 | ICASSP | Longitudinal Modeling of Depression Shifts Using Speech and Language. | Paula Andrea Prez-Toro, Judith Dineley, Agnieszka Kaczkowska, Pauline Conde, Yuezhou Zhang, Faith Matcham, Sara Siddi, Josep Maria Haro, Stuart Bruce, Til Wykes, Raquel Bailn, Srinivasan Vairavan, Richard J. B. Dobson, Andreas K. Maier, Elmar Nth, Juan Rafael Orozco-Arroyave, Vaibhav A. Narayan, Nicholas Cummins |
| 2024 | Interspeech | Variability of speech timing features across repeated recordings: a comparison of open-source extraction techniques. | Judith Dineley, Ewan Carr, Lauren L. White, Catriona Lucas, Zahia Rahman, Tian Pan, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins |
| 2024 | Interspeech | Revealing Confounding Biases: A Novel Benchmarking Approach for Aggregate-Level Performance Metrics in Health Assessments. | Stefano Goria, Roseline Polle, Salvatore Fara, Nicholas Cummins |
| 2023 | Interspeech | Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. | Edward L. Campbell, Judith Dineley, Pauline Conde, Faith Matcham, Katie M. White, Carolin Oetzmann, Sara Simblett, Stuart Bruce, Amos A. Folarin, Til Wykes, Srinivasan Vairavan, Richard J. B. Dobson, Laura Doco Fernndez, Carmen Garca-Mateo, Vaibhav A. Narayan, Matthew Hotopf, Nicholas Cummins |
| 2023 | Interspeech | Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech. | Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins |
| 2023 | Interspeech | Bayesian Networks for the robust and unbiased prediction of depression and its symptoms utilizing speech and multimodal data. | Salvatore Fara, Orlaith Hickey, Alexandra Livia Georgescu, Stefano Goria, Emilia Molimpakis, Nicholas Cummins |
| 2022 | Interspeech | Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression. | Salvatore Fara, Stefano Goria, Emilia Molimpakis, Nicholas Cummins |
| 2022 | Interspeech | Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities. | Bahman Mirheidari, Andr Bittar, Nicholas Cummins, Johnny Downs, Helen L. Fisher, Heidi Christensen |
| 2021 | ICASSP | Hierarchical Attention-Based Temporal Convolutional Networks for Eeg-Based Emotion Recognition. | Chao Li, Boyang Chen, Ziping Zhao, Nicholas Cummins, Bjrn W. Schuller |
| 2021 | ICMI | Socially Informed AI for Healthcare: Understanding and Generating Multimodal Nonverbal Cues. | Oya eliktutan, Alexandra Livia Georgescu, Nicholas Cummins |
| 2021 | Interspeech | Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder. | Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Pearrubia-Mara, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Bjrn W. Schuller, Nicholas Cummins, RADAR-CNS Consortium |
| 2020 | ICASSP | Hierarchical Attention Transfer Networks for Depression Assessment from Speech. | Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Bjrn W. Schuller |
| 2020 | IJCNN | Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition. | Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins, Bjrn W. Schuller |
| 2020 | Interspeech | Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition. | Merlin Albes, Zhao Ren, Bjrn W. Schuller, Nicholas Cummins |
| 2020 | Interspeech | An Evaluation of the Effect of Anxiety on Speech - Computational Prediction of Anxiety from Sustained Vowels. | Alice Baird, Nicholas Cummins, Sebastian Schnieder, Jarek Krajewski, Bjrn W. Schuller |
| 2020 | Interspeech | A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition. | Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Bjrn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Hrm |
| 2020 | Interspeech | An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition. | Adria Mallol-Ragolta, Nicholas Cummins, Bjrn W. Schuller |
| 2020 | Interspeech | Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong Learning for Speech Emotion Recognition Models. | Zhao Ren, Jing Han, Nicholas Cummins, Bjrn W. Schuller |
| 2020 | Interspeech | Hybrid Network Feature Extraction for Depression Assessment from Speech. | Ziping Zhao, Qifei Li, Nicholas Cummins, Bin Liu, Haishuai Wang, Jianhua Tao, Bjrn W. Schuller |
| 2019 | CBMS | I Know How you Feel Now, and Here's why!: Demystifying Time-Continuous High Resolution Text-Based Affect Predictions in the Wild. | Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | ICASSP | Context Modelling Using Hierarchical Attention Networks for Sentiment and Self-assessed Emotion Detection in Spoken Narratives. | Lukas Stappen, Nicholas Cummins, Eva-Maria Mener, Harald Baumeister, Judith Dineley, Bjrn W. Schuller |
| 2019 | IJCNN | Analysing and Inferring of Intimacy Based on fNIRS Signals and Peripheral Physiological Signals. | Chao Li, Qian Zhang, Ziping Zhao, Li Gu, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | Using Speech to Predict Sequentially Measured Cortisol Levels During a Trier Social Stress Test. | Alice Baird, Shahin Amiriparian, Nicholas Cummins, Sarah Sturmbauer, Johanna Janson, Eva-Maria Mener, Harald Baumeister, Nicolas Rohleder, Bjrn W. Schuller |
| 2019 | Interspeech | A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. | Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | Continuous Emotion Recognition in Speech - Do We Need Recurrence? | Maximilian Schmitt, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition. | Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Bjrn W. Schuller |
| 2019 | Interspeech | Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition. | Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Bjrn W. Schuller |
| 2019 | MMSP | From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks. | Lukas Stappen, Vincent Karas, Nicholas Cummins, Fabien Ringeval, Klaus R. Scherer, Bjrn W. Schuller |
| 2018 | ICASSP | Multimodal Bag-of-Words for Cross Domains Sentiment Analysis. | Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, Maurice Gerczuk, Maximilian Schmitt, Bjrn W. Schuller |
| 2018 | ICASSP | What is my Dog Trying to Tell Me? the Automatic Recognition of the Context and Perceived Emotion of Dog Barks. | Simone Hantke, Nicholas Cummins, Bjrn W. Schuller |
| 2018 | ICMI | Deep End-to-End Representation Learning for Food Type Recognition from Speech. | Benjamin Sertolli, Nicholas Cummins, Abdulkadir Sengr, Bjrn W. Schuller |
| 2018 | IJCNN | Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. | Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Bjrn W. Schuller |
| 2018 | Interspeech | Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks. | Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Suncica Petrovic, Eloise Ainger, Nicholas Cummins, Bjrn W. Schuller |
| 2018 | Interspeech | The Perception and Analysis of the Likeability and Human Likeness of Synthesized Speech. | Alice Baird, Emilia Parada-Cabaleiro, Simone Hantke, Felix Burkhardt, Nicholas Cummins, Bjrn W. Schuller |
| 2018 | Interspeech | How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives. | Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, Bjrn W. Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe, Harald Baumeister |
| 2018 | Interspeech | State of Mind: Classification through Self-reported Affect and Word Use in Speech. | Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Bjrn W. Schuller, Harald Baumeister |
| 2018 | ICSE | Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda. | Hans-Jrg Vgel, Christian S, Thomas Hubregtsen, Elisabeth Andr, Bjrn W. Schuller, Jrme Hrri, Jrg Conradt, Asaf Adi, Alexander Zadorojniy, Jacques M. B. Terken, Jonas Beskow, Ann Morrison, Kynan Eng, Florian Eyben, Samer Al Moubayed, Susanne Muller, Nicholas Cummins, Viviane S. Ghaderi, Ronee Chadowitz, Raphal Troncy, Benoit Huet, Melek nen, Adlen Ksentini |
| 2017 | ACII | Sentiment analysis using image-based deep spectrum features. | Shahin Amiriparian, Nicholas Cummins, Sandra Ottl, Maurice Gerczuk, Bjrn W. Schuller |
| 2017 | ACII | Feature selection in multimodal continuous emotion prediction. | Shahin Amiriparian, Michael Freitag, Nicholas Cummins, Bjrn W. Schuller |
| 2017 | ACII | CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms. | Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Simone Hantke, Jouni Pohjalainen, Gil Keren, Bjrn W. Schuller |
| 2017 | AIME | Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features. | Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, Bjrn W. Schuller |
| 2017 | Interspeech | Snore Sound Classification Using Image-Based Deep Spectrum Features. | Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael Freitag, Sergey Pugachevskiy, Alice Baird, Bjrn W. Schuller |
| 2017 | Interspeech | Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results. | Alice Baird, Shahin Amiriparian, Nicholas Cummins, Alyssa M. Alcorn, Anton Batliner, Sergey Pugachevskiy, Michael Freitag, Maurice Gerczuk, Bjrn W. Schuller |
| 2017 | Interspeech | An 'End-to-Evolution' Hybrid Approach for Snore Sound Classification. | Michael Freitag, Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Bjrn W. Schuller |
| 2017 | Interspeech | "Did you laugh enough today?" - Deep Neural Networks for Mobile and Wearable Laughter Trackers. | Gerhard Hagerer, Nicholas Cummins, Florian Eyben, Bjrn W. Schuller |
| 2017 | Interspeech | Emotional Speech of Mentally and Physically Disabled Individuals: Introducing the EmotAsS Database and First Findings. | Simone Hantke, Hesam Sagha, Nicholas Cummins, Bjrn W. Schuller |
| 2017 | Interspeech | The Perception of Emotions in Noisified Nonsense Speech. | Emilia Parada-Cabaleiro, Alice Baird, Anton Batliner, Nicholas Cummins, Simone Hantke, Bjrn W. Schuller |
| 2017 | Interspeech | Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach. | Florian B. Pokorny, Bjrn W. Schuller, Peter B. Marschik, Raymond Brueckner, Pr Nystrm, Nicholas Cummins, Sven Blte, Christa Einspieler, Terje Falck-Ytter |
| 2017 | Interspeech | Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based Depression Recognition. | Bogdan Vlasenko, Hesam Sagha, Nicholas Cummins, Bjrn W. Schuller |
| 2016 | Interspeech | An Investigation of Emotional Speech in Depression Classification. | Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke |
| 2015 | ICASSP | Weighted pairwise Gaussian likelihood regression for depression score prediction. | Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski |
| 2015 | Interspeech | Relevance vector machine for depression prediction. | Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski |
| 2014 | ICASSP | Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. | Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski |
| 2014 | Interspeech | Probabilistic acoustic volume analysis for speech affected by depression. | Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski |
| 2013 | ICASSP | Spectro-temporal analysis of speech affected by depression and psychomotor retardation. | Nicholas Cummins, Julien Epps, Eliathamby Ambikairajah |
| 2013 | Interspeech | Modeling spectral variability for the classification of depressed speech. | Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke |
| 2012 | Interspeech | A Comparison of Classification Paradigms for Speaker Likeability Determination. | Nicholas Cummins, Julien Epps, Jia Min Karen Kua |
| 2011 | Interspeech | An Investigation of Depressed Speech Detection: Features and Normalization. | Nicholas Cummins, Julien Epps, Michael Breakspear, Roland Goecke |