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Publications of "Nicholas Cummins" ( http://dblp.L3S.de/Authors/Nicholas_Cummins )

URL (Homepage):  https://www.informatik.uni-augsburg.de/en/chairs/eihw/staff/cummins/index.html  Author page on DBLP  Author page in RDF  Community of Nicholas Cummins in ASPL-2

Publication years (Num. hits)
2011-2016 (15) 2017 (26) 2018 (20) 2019 (6)
Publication types (Num. hits)
article(15) inproceedings(52)
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Found 68 publication records. Showing 67 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Ziping Zhao, Zhongtian Bao, Yiqin Zhao, Zixing Zhang 0001, Nicholas Cummins, Zhao Ren, Björn W. Schuller Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition. Search on Bibsonomy IEEE Access The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Thomas Wiest, Nicholas Cummins, Alice Baird, Simone Hantke, Judith Dineley, Björn W. Schuller Voice command generation using Progressive Wavegans. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Lukas Stappen, Nicholas Cummins, Eva-Maria Meßner, Harald Baumeister, Judith Dineley, Björn W. Schuller Context Modelling Using Hierarchical Attention Networks for Sentiment and Self-assessed Emotion Detection in Spoken Narratives. Search on Bibsonomy ICASSP The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Björn W. Schuller I Know How you Feel Now, and Here's why!: Demystifying Time-Continuous High Resolution Text-Based Affect Predictions in the Wild. Search on Bibsonomy CBMS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins, Björn W. Schuller Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition. Search on Bibsonomy FG The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Simone Hantke, Alexander Abstreiter, Nicholas Cummins, Björn W. Schuller Trustability-Based Dynamic Active Learning for Crowdsourced Labelling of Emotional Audio Data. Search on Bibsonomy IEEE Access The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Gil Keren, Nicholas Cummins, Björn W. Schuller Calibrated Prediction Intervals for Neural Network Regressors. Search on Bibsonomy IEEE Access The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Gil Keren, Nicholas Cummins, Björn W. Schuller Calibrated Prediction Intervals for Neural Network Regressors. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jing Han 0010, Zixing Zhang 0001, Nicholas Cummins, Björn W. Schuller Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Björn W. Schuller, Harald Baumeister State of Mind: Classification through Self-reported Affect and Word Use in Speech. Search on Bibsonomy INTERSPEECH The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, Björn W. Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe, Harald Baumeister How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives. Search on Bibsonomy INTERSPEECH The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Suncica Petrovic, Eloise Ainger, Nicholas Cummins, Björn W. Schuller Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks. Search on Bibsonomy INTERSPEECH The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Alice Baird, Emilia Parada-Cabaleiro, Simone Hantke, Felix Burkhardt, Nicholas Cummins, Björn W. Schuller The Perception and Analysis of the Likeability and Human Likeness of Synthesized Speech. Search on Bibsonomy INTERSPEECH The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Gerhard Hagerer, Nicholas Cummins, Florian Eyben, Björn W. Schuller Robust Laughter Detection for Wearable Wellbeing Sensing. Search on Bibsonomy DH The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhao Ren, Nicholas Cummins, Vedhas Pandit, Jing Han 0010, Kun Qian 0003, Björn W. Schuller Learning Image-based Representations for Heart Sound Classification. Search on Bibsonomy DH The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Simone Hantke, Nicholas Cummins, Björn W. Schuller What is my Dog Trying to Tell Me? the Automatic Recognition of the Context and Perceived Emotion of Dog Barks. Search on Bibsonomy ICASSP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, Maurice Gerczuk, Maximilian Schmitt, Björn W. Schuller Multimodal Bag-of-Words for Cross Domains Sentiment Analysis. Search on Bibsonomy ICASSP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shahin Amiriparian, Maximilian Schmitt, Nicholas Cummins, Kun Qian 0003, Fengquan Dong, Björn W. Schuller Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification. Search on Bibsonomy EMBC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Fatih Demir, Abdulkadir Sengür, Nicholas Cummins, Shahin Amiriparian, Björn W. Schuller Low Level Texture Features for Snore Sound Discrimination. Search on Bibsonomy EMBC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Benjamin Sertolli, Nicholas Cummins, Abdulkadir Sengür, Björn W. Schuller Deep End-to-End Representation Learning for Food Type Recognition from Speech. Search on Bibsonomy ICMI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Heysem Kaya, Maximilian Schmitt, Shahin Amiriparian, Nicholas Cummins, Denis Lalanne, Adrien Michaud, Elvan Ciftçi, Hüseyin Güleç, Albert Ali Salah, Maja Pantic AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition. Search on Bibsonomy AVEC@MM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Björn W. Schuller Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. Search on Bibsonomy IJCNN The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Franz Graf 0002, Lucas Paletta, Björn W. Schuller How Good Is Your Model 'Really'? On 'Wildness' of the In-the-Wild Speech-Based Affect Recognisers. Search on Bibsonomy SPECOM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hans-Jörg Vögel, Christian Süß, Thomas Hubregtsen, Elisabeth André, Björn W. Schuller, Jérôme Härri, Jörg 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, Raphaël Troncy, Benoit Huet, Melek Önen, Adlen Ksentini Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda. Search on Bibsonomy SEFAIAS@ICSE The full citation details ... 2018 DBLP  BibTeX  RDF
1Shahin Arniriparian, Michael Freitag, Nicholas Cummins, Maurice Gerczuk, Sergey Pugachevskiy, Björn W. Schuller A Fusion of Deep Convolutional Generative Adversarial Networks and Sequence to Sequence Autoencoders for Acoustic Scene Classification. Search on Bibsonomy EUSIPCO The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hesam Sagha, Nicholas Cummins, Björn W. Schuller Stacked denoising autoencoders for sentiment analysis: a review. Search on Bibsonomy Wiley Interdiscip. Rev. Data Min. Knowl. Discov. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Jing Han 0010, Zixing Zhang 0001, Nicholas Cummins, Fabien Ringeval, Björn W. Schuller Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals. Search on Bibsonomy Image Vision Comput. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Zixing Zhang 0001, Nicholas Cummins, Björn W. Schuller Advanced Data Exploitation in Speech Analysis: An overview. Search on Bibsonomy IEEE Signal Process. Mag. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang 0001, Chen Wu, Li Zhao 0003, Björn W. Schuller A Two-Dimensional Framework of Multiple Kernel Subspace Learning for Recognizing Emotion in Speech. Search on Bibsonomy IEEE/ACM Trans. Audio, Speech & Language Processing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Simone Hantke, Hesam Sagha, Nicholas Cummins, Björn W. Schuller Emotional Speech of Mentally and Physically Disabled Individuals: Introducing the EmotAsS Database and First Findings. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Emilia Parada-Cabaleiro, Alice Baird, Anton Batliner, Nicholas Cummins, Simone Hantke, Björn W. Schuller The Perception of Emotions in Noisified Nonsense Speech. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Bogdan Vlasenko, Hesam Sagha, Nicholas Cummins, Björn W. Schuller Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based Depression Recognition. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Gerhard Hagerer, Nicholas Cummins, Florian Eyben, Björn W. Schuller "Did you laugh enough today?" - Deep Neural Networks for Mobile and Wearable Laughter Trackers. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Alice Baird, Shahin Amiriparian, Nicholas Cummins, Alyssa M. Alcorn, Anton Batliner, Sergey Pugachevskiy, Michael Freitag, Maurice Gerczuk, Björn W. Schuller Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Florian B. Pokorny, Björn W. Schuller, Peter B. Marschik, Raymond Brueckner, Pär Nyström, Nicholas Cummins, Sven Bölte, Christa Einspieler, Terje Falck-Ytter Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Michael Freitag, Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Björn W. Schuller An 'End-to-Evolution' Hybrid Approach for Snore Sound Classification. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael Freitag, Sergey Pugachevskiy, Alice Baird, Björn W. Schuller Snore Sound Classification Using Image-Based Deep Spectrum Features. Search on Bibsonomy INTERSPEECH The full citation details ... 2017 DBLP  BibTeX  RDF
1Jun Deng, Nicholas Cummins, Maximilian Schmitt, Kun Qian 0003, Fabien Ringeval, Björn W. Schuller Speech-based Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations. Search on Bibsonomy DH The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alice Baird, Stina Hasse Jørgensen, Emilia Parada-Cabaleiro, Simone Hantke, Nicholas Cummins, Björn W. Schuller Perception of Paralinguistic Traits in Synthesized Voices. Search on Bibsonomy Audio Mostly Conference The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kun Qian 0003, Christoph Janott, Jun Deng, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Nicholas Cummins, Björn W. Schuller Snore sound recognition: On wavelets and classifiers from deep nets to kernels. Search on Bibsonomy EMBC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Maximilian Schmitt, Shahin Amiriparian, Jarek Krajewski, Björn W. Schuller "You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection. Search on Bibsonomy EMBC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Emilia Parada-Cabaleiro, Alice Baird, Anton Batliner, Nicholas Cummins, Simone Hantke, Björn W. Schuller The Perception of Emotion in the Singing Voice: The Understanding of Music Mood for Music Organisation. Search on Bibsonomy DLfM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Shahin Amiriparian, Gerhard Hagerer, Anton Batliner, Stefan Steidl, Björn W. Schuller An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech. Search on Bibsonomy ACM Multimedia The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Stefan Scherer, Sharon Mozgai, Nicholas Cummins, Maximilian Schmitt, Maja Pantic AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge. Search on Bibsonomy AVEC@ACM Multimedia The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, Björn W. Schuller Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features. Search on Bibsonomy AIME The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Emilia Parada-Cabaleiro, Alice Baird, Nicholas Cummins, Björn W. Schuller Stimulation of psychological listener experiences by semi-automatically composed electroacoustic environments. Search on Bibsonomy ICME The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shahin Amiriparian, Nicholas Cummins, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller Sentiment analysis using image-based deep spectrum features. Search on Bibsonomy ACII Workshops The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shahin Amiriparian, Michael Freitag, Nicholas Cummins, Björn W. Schuller Feature selection in multimodal continuous emotion prediction. Search on Bibsonomy ACII Workshops The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Simone Hantke, Jouni Pohjalainen, Gil Keren, Björn W. Schuller CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms. Search on Bibsonomy ACII The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke An Investigation of Emotional Speech in Depression Classification. Search on Bibsonomy INTERSPEECH The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jun Deng, Nicholas Cummins, Jing Han 0010, Xinzhou Xu, Zhao Ren, Vedhas Pandit, Zixing Zhang 0001, Björn W. Schuller The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge. Search on Bibsonomy CCPR (2) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri A review of depression and suicide risk assessment using speech analysis. Search on Bibsonomy Speech Communication The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Sebastian Schnieder, Jarek Krajewski Analysis of acoustic space variability in speech affected by depression. Search on Bibsonomy Speech Communication The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski Relevance vector machine for depression prediction. Search on Bibsonomy INTERSPEECH The full citation details ... 2015 DBLP  BibTeX  RDF
1Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski Weighted pairwise Gaussian likelihood regression for depression score prediction. Search on Bibsonomy ICASSP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mark E. Larsen, Nicholas Cummins, Tjeerd W. Boonstra, Bridianne O'Dea, Joe Tighe, Jennifer Nicholas, Fiona Shand, Julien Epps, Helen Christensen The use of technology in Suicide Prevention. Search on Bibsonomy EMBC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Zhaocheng Huang, Ting Dang, Nicholas Cummins, Brian Stasak, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction. Search on Bibsonomy AVEC@ACM Multimedia The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski Probabilistic acoustic volume analysis for speech affected by depression. Search on Bibsonomy INTERSPEECH The full citation details ... 2014 DBLP  BibTeX  RDF
1Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. Search on Bibsonomy ICASSP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke Modeling spectral variability for the classification of depressed speech. Search on Bibsonomy INTERSPEECH The full citation details ... 2013 DBLP  BibTeX  RDF
1Nicholas Cummins, Julien Epps, Eliathamby Ambikairajah Spectro-temporal analysis of speech affected by depression and psychomotor retardation. Search on Bibsonomy ICASSP The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Jyoti Joshi, Abhinav Dhall, Vidhyasaharan Sethu, Roland Goecke, Julien Epps Diagnosis of depression by behavioural signals: a multimodal approach. Search on Bibsonomy AVEC@ACM Multimedia The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Nicholas Cummins, Julien Epps, Jia Min Karen Kua A Comparison of Classification Paradigms for Speaker Likeability Determination. Search on Bibsonomy INTERSPEECH The full citation details ... 2012 DBLP  BibTeX  RDF
1Nicholas Cummins, Julien Epps, Michael Breakspear, Roland Goecke An Investigation of Depressed Speech Detection: Features and Normalization. Search on Bibsonomy INTERSPEECH The full citation details ... 2011 DBLP  BibTeX  RDF
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