Shahin Amiriparian
Orcid: 0000-0002-1129-8223
According to our database1,
Shahin Amiriparian
authored at least 87 papers
between 2014 and 2024.
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Bibliography
2024
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024
CoRR, 2024
This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach.
CoRR, 2024
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets.
CoRR, 2024
Enhancing Suicide Risk Assessment: A Speech-Based Automated Approach in Emergency Medicine.
CoRR, 2024
MuSe '24: The 5th Multimodal Sentiment Analysis Challenge and Workshop: Social Perception & Humor.
Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition.
Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024
Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Patterns, November, 2023
Comput. Speech Lang., June, 2023
Frontiers Digit. Health, May, 2023
IEEE Trans. Affect. Comput., 2023
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion.
IEEE Trans. Affect. Comput., 2023
Computational charisma - A brick by brick blueprint for building charismatic artificial intelligence.
Frontiers Comput. Sci., 2023
Improving question answering performance using knowledge distillation and active learning.
Eng. Appl. Artif. Intell., 2023
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
CoRR, 2023
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023
Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Face mask recognition from audio: The MASC database and an overview on the mask challenge.
Pattern Recognit., 2022
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data.
Frontiers Artif. Intell., 2022
CoRR, 2022
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
A Personalised Approach to Audiovisual Humour Recognition and its Individual-level Fairness.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022
Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition.
Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022
The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
CoRR, 2021
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data.
CoRR, 2021
On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era.
CoRR, 2021
Emotion Recognition in Public Speaking Scenarios Utilising An LSTM-RNN Approach with Attention.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the ICT for Health, Accessibility and Wellbeing, 2021
2020
"Are You Playing a Shooter Again?!" Deep Representation Learning for Audio-Based Video Game Genre Recognition.
IEEE Trans. Games, 2020
Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks.
EURASIP J. Audio Speech Music. Process., 2020
A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.
CoRR, 2020
Unsupervised Representation Learning with Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.
Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020
Emotion and Themes Recognition in Music with Convolutional and Recurrent Attention-Blocks.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020
The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Toward Silent Paralinguistics: Speech-to-EMG - Retrieving Articulatory Muscle Activity from Speech.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
2019
Proceedings of the Innovations in Big Data Mining and Embedded Knowledge, 2019
PhD thesis, 2019
Can Deep Generative Audio be Emotional? Towards an Approach for Personalised Emotional Audio Generation.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019
Predicting Biological Signals from Speech: Introducing a Novel Multimodal Dataset and Results.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019
Emotion and Themes Recognition in Music Utilising Convolutional and Recurrent Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Using Speech to Predict Sequentially Measured Cortisol Levels During a Trier Social Stress Test.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks.
J. Mach. Learn. Res., 2017
An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech.
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
"You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Sequence to Sequence Autoencoders for Unsupervised Representation Learning from Audio.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017
CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017
2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
2014
Emotion Recognition in the Wild: Incorporating Voice and Lip Activity in Multimodal Decision-Level Fusion.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014