| 2025 | COLING | Emergence of symbolic abstraction heads for in-context learning in large language models. | Ali Al-Saeedi, Aki Hrm |
| 2024 | VISIGRAPP | Finding and Navigating to Humans in Complex Environments for Assistive Tasks. | Asfand Yaar, Antonino Furnari, Marco Rosano, Aki Hrm, Giovanni Maria Farinella |
| 2023 | GECCO | Fully Autonomous Programming with Large Language Models. | Vadim Liventsev, Anastasiia Grishina, Aki Hrm, Leon Moonen |
| 2023 | ICASSP | Forecasting of Breathing Events from Speech for Respiratory Support. | Aki Hrm, Ulf Groekathfer, Okke Ouweltjes, Venkata Srikanth Nallanthighal |
| 2023 | ICASSP | Smart Selection of Useful Insights from Wearables. | Allmin Pradhap Singh Susaiyah, Aki Hrm, Simone Balloccu, Ehud Reiter, Milan Petkovic |
| 2022 | ICASSP | Detection of COPD Exacerbation from Speech: Comparison of Acoustic Features and Deep Learning Based Speech Breathing Models. | Venkata Srikanth Nallanthighal, Aki Hrm, Helmer Strik |
| 2022 | Interspeech | COVID-19 detection based on respiratory sensing from speech. | Venkata Srikanth Nallanthighal, Aki Hrm, Helmer Strik |
| 2021 | GECCO | Neurogenetic programming framework for explainable reinforcement learning. | Vadim Liventsev, Aki Hrm, Milan Petkovic |
| 2021 | ICASSP | On The Relationship Between Speech-Based Breathing Signal Prediction Evaluation Measures and Breathing Parameters Estimation. | Zohreh Mostaani, Venkata Srikanth Nallanthighal, Aki Hrm, Helmer Strik, Mathew Magimai-Doss |
| 2021 | ICASSP | Multi-Task Estimation of Age and Cognitive Decline from Speech. | Yilin Pan, Venkata Srikanth Nallanthighal, Daniel Blackburn, Heidi Christensen, Aki Hrm |
| 2020 | ICASSP | Detection of Mild Dyspnea from Pairs of Speech Recordings. | Sander M. Boelders, Venkata Srikanth Nallanthighal, Vlado Menkovski, Aki Hrm |
| 2020 | ICASSP | Speech Breathing Estimation Using Deep Learning Methods. | Venkata Srikanth Nallanthighal, Aki Hrm, Helmer Strik |
| 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 | IUI | Face Analysis and Body Language Understanding from Egocentric Cameras (short paper). | Ronja Mller, Antonino Furnari, Sebastiano Battiato, Aki Hrm, Giovanni Maria Farinella |
| 2020 | IUI | Towards a Generalised Framework for Behaviour Insight Mining (short paper). | Allmin Pradhap Singh Susaiyah, Aki Hrm, Ehud Reiter, Rim Helaoui, Milan Petkovic |
| 2019 | Interspeech | Deep Sensing of Breathing Signal During Conversational Speech. | Venkata Srikanth Nallanthighal, Aki Hrm, Helmer Strik |
| 2018 | IJCAI | Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation. | Ilyas Chaoua, Sergio Consoli, Aki Hrm, Rim Helaoui, Diego Reforgiato Recupero |
| 2018 | IJCAI | Detecting and tracking ongoing topics in psychotherapeutic conversations. | Ilyas Chaoua, Diego Reforgiato Recupero, Sergio Consoli, Aki Hrm, Rim Helaoui |
| 2018 | IJCAI | Active Learning for Conversational Interfaces in Healthcare Applications. | Aki Hrm, Andrey Polyakov, Ekaterina Artemova |
| 2018 | IJCAI | Active learning experiments for the classification of smoking tweets. | Aki Hrm, Andrey Polyakov, Ekaterina Chernyak |
| 2018 | INLG | Interactive health insight miner: an adaptive, semantic-based approach. | Isabel Funke, Rim Helaoui, Aki Hrm |
| 2011 | ICASSP | Stereo audio classification for audio enhancement. | Aki Hrm |
| 2009 | ACII | Ambient telephony: Designing a communication system for enhancing social presence in home mediated communication. | Jorge Peregrn Emparanza, Pavan Dadlani, Boris E. R. de Ruyter, Aki Hrm |
| 2009 | ICASSP | Conversation detection in ambient telephony. | Aki Hrm, Kien Pham |
| 2007 | Interspeech | Ambient telephony: scenarios and research challenges. | Aki Hrm |
| 2005 | ICASSP | Automatic estimation of reverberation time from binaural signals. | Sampo Vesa, Aki Hrm |
| 2004 | ICASSP | Classification of the harmonic structure in bird vocalization. | Aki Hrm, Panu Somervuo |
| 2004 | ICASSP | Head-tracking and subject positioning using binaural headset microphones and common modulation anchor sources. | Matti Karjalainen, Miikka Tikander, Aki Hrm |
| 2004 | ICASSP | Bird song recognition based on syllable pair histograms. | Panu Somervuo, Aki Hrm |
| 2003 | ICASSP | Automatic identification of bird species based on sinusoidal modeling of syllables. | Aki Hrm |
| 2001 | ICASSP | Modeling and equalization of audio systems using Kautz filters. | Tuomas Paatero, Matti Karjalainen, Aki Hrm |
| 2000 | ICASSP | Evaluation of a warped linear predictive coding scheme. | Aki Hrm |
| 1999 | ICASSP | On the utilization of overshoot effects in low-delay audio coding. | Aki Hrm, Unto K. Laine, Matti Karjalainen |
| 1998 | ICASSP | Implementation of recursive filters having delay free loops. | Aki Hrm |
| 1997 | ICASSP | An experimental audio codec based on warped linear prediction of complex valued signals. | Aki Hrm, Unto K. Laine, Matti Karjalainen |
| 1997 | ICASSP | Realizable warped IIR filters and their properties. | Matti Karjalainen, Aki Hrm, Unto K. Laine |