Outreach
Talks and Posters (Select)
- 2024
- ‘EmoPairCompete - Physiological Signals Dataset for Emotion and Frustration Assessment Under Team and Competitive Behaviours’, ICLR 2024 workshop on Time-series for health, Vienna (Slides)
- ‘Data augmentations and transfer learning for physiological time series’, ICLR 2024 workshop on Time-series for health, Vienna (Poster)
- ‘(Bio)-markers and AI in Voice Disorders (Parkinson’s Disease): Opportunities and Challenges’, 6th UEP (Union of European Phoniatricians) meeting (Online) (Slides)
- 2023
- “My (Data) Journey in Academia”, Keynote at the DDSA mentoring programme, Copenhangen (Slides)
- “Feasibility of Few-shot Learning for the Automatic Transcriptions of Clinical-child Conversation in Danish”, Wrist Angel Symposium, Copenhagen (Slides)
- “Few-shot Learning for Speech Processing and Automatic Transcriptions of Clinical-child Conversation in Danish: Speech processing for clinical conversations”, ESCAP (European Society for Child and Adolescent Psychiatry), Copenhagen (Slides)
- “On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement algorithms”, ICASSP 2023, Rhodes, Greece (Poster)
- “Wrist Angel: Using wearables to predict OCD-events”, Open course of BCI and computational neuroscience at BMSIT (Online) (Slides)
- “Low-resource Data Modelling for Speech and Audio: Perspectives from Statistics and Machine Learning”, DSTS (Dansk Statistisk Selskab) Todagesmøde forår 2023, Aalborg (Slides)
- “Influence of Loss Functions on the Latent Representation of Speech Emotions”, ISCA-SPSC SIG webinar series (online) (Slides)
- “To remember or Not to Remember? Continual Learning from Adult to Children for Low-resource Automatic Speech Recognition”, Nordic young researchers symposium 2023, Copenhagen (Poster)
- “Audio‐visual Data Fusion for Behavioral Coding”, Nordic young researchers symposium 2023, Copenhagen (Poster)
- 2022
- “Speech and Multi-Sensory Data Modeling for Child and Youth Psychiatry”, Danish Data Science 2022 (Poster)
- “Zero-shot Cross-lingual Speech Emotion Recognition: A Study of Loss Functions and Feature Importance”, 2nd ISCA Symposium on Security and Privacy in Speech Communication (slides) (Video)
- “Multimodal Data Analysis for OCD Treatment and Management”, SmartPsycology Summer school, Lake Como School of Advanced Studies, Italy (Slides)
- “Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages”, Northern Lights Deep Learning Conference 2022 (Online) (Poster)
2021
- “Robust and Efficient Methods for Distributed Speech Processing-Perspectives on Coding, Enhancement and Privacy”, PhD Defence, Aalto University, Finland (slides)
- “Multimodal Signal Modelling for Intervening and Managing Mental Disorders”, DSTS 50-years anniversary YSD (Young Statistician Denmark), Copenhagen (Slides)
- “On Interpretability and Transferability in Speech Emotion Recognition”, ICML Women in ML Un-Workshop 2021 (Online) (Poster)
- “Towards an interpretable and transferable acoustic emotion recognition for the detection of mental disorders”, Where the Earth meets the Sky workshop (Online)
- 2020
- “Fundamental Frequency Model for Postfiltering at Low Bitrates in a Transform-Domain Speech and Audio Codec”, Interspeech 2020 (Online)
- “Low-Complexity Postfilter using MDCT-Domain for Speech and Audio Coding”, 31st Conference on Electronic Processing of Speech Signals, Magdeburg, Germany
- 2019
- “Sound Privacy: A Conversational Speech Corpus for Quantifying the Experience of Privacy”, Interspeech 2019, Graz, Austria
- 2018
- 2016
- “Source modelling based on higher-order statistics for speech enhancement applications”, MSc defence, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
Other activities (Invited panels, expert groups & media, symposiums and workshops)
- “AI, human rights and regulation: challenges and opportunities around the AI-Act”, Co-organized D3A 2.0 workshop, Nyborg, Denmark 2024
- “Overcoming the Valley of Death in AI-assisted Preventive Mental-Health Technology”, Co-organized D3A 2.0 workshop, Nyborg, Denmark 2024
- “Machine Learning for Prospective Mental Healthcare: Opportunities, Challenges and Limitations”, Co-organized D3A 1.0 workshop, Nyborg, Denmark 2024
- “Connecting Speech science and Speech technology for Children’s Speech”, Co-organized special session at Interspeech 2023, Dublin (Intro-slides)
- “AI-regulation and data-protection: Perspectives from the world” panel discussion at the ISCA SPSC Symposium, 19.08.23
- International symposium on “Generative AI and the EU AI Act”. (Recommendation article)
- “EU Artificial Intelligence Act-landmark or stumbling block for researchers and innovators?” Panel discussion by EuroTech Alliance, 25.05.23, (link to video)
- “Rules of engagement”, comment to Research Professional News, (Link to ariticle) (Article)
