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Aki Härmä
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- affiliation: Philips Research, Eindhoven, The Netherlands
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2020 – today
- 2024
- [c53]Asfand Yaar, Antonino Furnari, Marco Rosano, Aki Härmä
, Giovanni Maria Farinella:
Finding and Navigating to Humans in Complex Environments for Assistive Tasks. VISIGRAPP (4): VISAPP 2024: 245-252 - [i8]Vadim Liventsev, Vivek Kumar, Allmin Pradhap Singh Susaiyah, Zixiu Wu, Ivan Rodin, Asfand Yaar, Simone Balloccu, Marharyta Beraziuk, Sebastiano Battiato, Giovanni Maria Farinella, Aki Härmä, Rim Helaoui, Milan Petkovic, Diego Reforgiato Recupero, Ehud Reiter, Daniele Riboni, Raymond Sterling:
PhilHumans: Benchmarking Machine Learning for Personal Health. CoRR abs/2405.02770 (2024) - 2023
- [c52]Vadim Liventsev
, Anastasiia Grishina
, Aki Härmä
, Leon Moonen
:
Fully Autonomous Programming with Large Language Models. GECCO 2023: 1146-1155 - [c51]Aki Härmä, Ulf Großekathöfer, Okke Ouweltjes, Venkata Srikanth Nallanthighal:
Forecasting of Breathing Events from Speech for Respiratory Support. ICASSP 2023: 1-5 - [c50]Allmin Pradhap Singh Susaiyah, Aki Härmä
, Simone Balloccu, Ehud Reiter
, Milan Petkovic:
Smart Selection of Useful Insights from Wearables. ICASSP Workshops 2023: 1-4 - [i7]Vadim Liventsev, Anastasiia Grishina, Aki Härmä, Leon Moonen:
Fully Autonomous Programming with Large Language Models. CoRR abs/2304.10423 (2023) - [i6]Aki Härmä, Ulf Großekathöfer, Okke Ouweltjes, Venkata Srikanth Nallanthighal:
Sensing of inspiration events from speech: comparison of deep learning and linguistic methods. CoRR abs/2305.11683 (2023) - [i5]Allmin Pradhap Singh Susaiyah, Abhinay Pandya, Aki Härmä:
Opinion Mining Using Population-tuned Generative Language Models. CoRR abs/2307.13173 (2023) - [i4]Allmin Pradhap Singh Susaiyah, Aki Härmä, Milan Petkovic:
Schema-Driven Actionable Insight Generation and Smart Recommendation. CoRR abs/2307.13176 (2023) - 2022
- [c49]Venkata Srikanth Nallanthighal, Aki Härmä
, Helmer Strik:
Detection of COPD Exacerbation from Speech: Comparison of Acoustic Features and Deep Learning Based Speech Breathing Models. ICASSP 2022: 9097-9101 - [c48]Venkata Srikanth Nallanthighal, Aki Härmä
, Helmer Strik:
COVID-19 detection based on respiratory sensing from speech. INTERSPEECH 2022: 2498-2502 - 2021
- [j24]Vadim Liventsev
, Aki Härmä
, Milan Petkovic:
Towards Effective Patient Simulators. Frontiers Artif. Intell. 4: 798659 (2021) - [j23]Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Milan Petkovic:
Neural Scoring of Logical Inferences from Data using Feedback. Int. J. Interact. Multim. Artif. Intell. 6(5): 90-99 (2021) - [j22]Venkata Srikanth Nallanthighal
, Zohreh Mostaani
, Aki Härmä
, Helmer Strik
, Mathew Magimai-Doss:
Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings. Neural Networks 141: 211-224 (2021) - [j21]Ronja Möller
, Antonino Furnari, Sebastiano Battiato, Aki Härmä
, Giovanni Maria Farinella:
A survey on human-aware robot navigation. Robotics Auton. Syst. 145: 103837 (2021) - [c47]Venkata Srikanth Nallanthighal, Aki Härmä
, Helmer Strik, Mathew Magimai-Doss:
Phoneme Based Respiratory Analysis of Read Speech. EUSIPCO 2021: 191-195 - [c46]Vadim Liventsev, Aki Härmä
, Milan Petkovic:
Neurogenetic programming framework for explainable reinforcement learning. GECCO Companion 2021: 329-330 - [c45]Zohreh Mostaani, Venkata Srikanth Nallanthighal, Aki Härmä
, Helmer Strik, Mathew Magimai-Doss:
On The Relationship Between Speech-Based Breathing Signal Prediction Evaluation Measures and Breathing Parameters Estimation. ICASSP 2021: 1345-1349 - [c44]Yilin Pan, Venkata Srikanth Nallanthighal, Daniel Blackburn
, Heidi Christensen
, Aki Härmä
:
Multi-Task Estimation of Age and Cognitive Decline from Speech. ICASSP 2021: 7258-7262 - [i3]Vadim Liventsev, Aki Härmä, Milan Petkovic:
BF++: a language for general-purpose neural program synthesis. CoRR abs/2101.09571 (2021) - [i2]Vadim Liventsev, Aki Härmä, Milan Petkovic:
Neurogenetic Programming Framework for Explainable Reinforcement Learning. CoRR abs/2102.04231 (2021) - [i1]Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella:
A Survey on Human-aware Robot Navigation. CoRR abs/2106.11650 (2021) - 2020
- [c43]Venkata Srikanth Nallanthighal, Aki Härmä
, Helmer Strik:
Speech Breathing Estimation Using Deep Learning Methods. ICASSP 2020: 1140-1144 - [c42]Sander Boelders
, Venkata Srikanth Nallanthighal, Vlado Menkovski, Aki Härmä
:
Detection of Mild Dyspnea from Pairs of Speech Recordings. ICASSP 2020: 4102-4106 - [c41]Nicholas Cummins
, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen
, Daniel Blackburn
, Björn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Härmä
:
A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition. INTERSPEECH 2020: 2182-2186 - [c40]Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella:
Face Analysis and Body Language Understanding from Egocentric Cameras (short paper). SmartPhil@IUI 2020: 84-91 - [c39]Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Rim Helaoui, Milan Petkovic:
Towards a Generalised Framework for Behaviour Insight Mining (short paper). SmartPhil@IUI 2020: 92-99
2010 – 2019
- 2019
- [j20]Matjaz Gams, Irene Yu-Hua Gu
, Aki Härmä
, Andrés Muñoz
, Vincent W. L. Tam:
Artificial intelligence and ambient intelligence. J. Ambient Intell. Smart Environ. 11(1): 71-86 (2019) - [j19]Hamid Aghajan, Juan Carlos Augusto, Aki Härmä, Kevin I-Kai Wang:
Acknowledgment of JAISE reviewers. J. Ambient Intell. Smart Environ. 11(1): 109 (2019) - [j18]Hamid Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 11(2): 111-112 (2019) - [j17]Hamid Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 11(4): 299-300 (2019) - [j16]Hamid Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 11(5): 371-372 (2019) - [j15]Hamid Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 11(6): 473-474 (2019) - [c38]Venkata Srikanth Nallanthighal, Aki Härmä
, Helmer Strik
:
Deep Sensing of Breathing Signal During Conversational Speech. INTERSPEECH 2019: 4110-4114 - 2018
- [j14]Hamid K. Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 10(2): 101-102 (2018) - [j13]Kevin I-Kai Wang, Aki Härmä, Hamid K. Aghajan, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 10(3): 243 (2018) - [j12]Hamid Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 10(4): 301-302 (2018) - [j11]Hamid Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 10(5): 359-360 (2018) - [j10]Hamid Aghajan, Aki Härmä, Kevin I-Kai Wang, Juan Carlos Augusto:
Preface. J. Ambient Intell. Smart Environ. 10(6): 425-426 (2018) - [c37]Aki Härmä
, Andrey Polyakov
, Ekaterina Artemova
:
Active Learning for Conversational Interfaces in Healthcare Applications. AIH@IJCAI (Revised Selected Papers) 2018: 48-58 - [c36]Ilyas Chaoua
, Sergio Consoli
, Aki Härmä
, Rim Helaoui
, Diego Reforgiato Recupero
:
Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation. AIH@IJCAI (Revised Selected Papers) 2018: 59-75 - [c35]Ilyas Chaoua, Diego Reforgiato Recupero, Sergio Consoli, Aki Härmä, Rim Helaoui:
Detecting and tracking ongoing topics in psychotherapeutic conversations. AIH@IJCAI 2018: 97-108 - [c34]Aki Härmä, Andrey Polyakov, Ekaterina Chernyak:
Active learning experiments for the classification of smoking tweets. AIH@IJCAI 2018: 193-203 - [c33]Isabel Funke, Rim Helaoui, Aki Härmä:
Interactive health insight miner: an adaptive, semantic-based approach. INLG 2018: 478-479 - 2017
- [c32]Natalia Díaz Rodríguez, Aki Härmä, Ignacio Huitzil, Fernando Bobillo, Umberto Straccia, Rim Helaoui:
Couch potato or gym addict? Semantic lifestyle profiling with wearables and knowledge graphs. AKBC@NIPS 2017 - [c31]Aki Härmä
, Koen de Groot:
Automatic characterization of ambulatory patterns of utilitarian and leisure trips. EUSIPCO 2017: 1897-1901 - 2016
- [c30]Aki Härmä
, Rim Helaoui:
Probabilistic scoring of validated insights for personal health services. SSCI 2016: 1-6 - 2015
- [j9]Tommi Määttä, Aki Härmä
, Hamid K. Aghajan, Henk Corporaal:
Collaborative detection of repetitive behavior by multiple uncalibrated cameras. Inf. Fusion 21: 68-81 (2015) - [c29]Aki Härmä:
Classification of Involuntary Hand Movements. BIOSIGNALS 2015: 312-317 - 2014
- [c28]Aki Härmä
, Warner ten Kate, Javier Espina:
Bed exit prediction based on movement and posture data. BHI 2014: 165-168 - [c27]Tommi Määttä, Chih-Wei Chen, Aki Härmä
, Hamid K. Aghajan:
Collaborative Vision Network for Personalized Office Ergonomics. VISAPP (2) 2014: 403-410 - 2013
- [c26]Andreas I. Koutrouvelis, Aki Härmä
, Athanasios Mouchtaris:
Compressive sensing in footstep sounds, hand tremors and speech using K-SVD dictionaries. DSP 2013: 1-6 - 2012
- [j8]Michael Gardner, Jonathon Richter, Aki Härmä
:
Virtual and mixed reality intelligent environments. J. Ambient Intell. Smart Environ. 4(1): 3-4 (2012) - 2011
- [j7]Eleftheria Georganti, Tobias May
, Steven van de Par, Aki Härmä
, John Mourjopoulos:
Speaker Distance Detection Using a Single Microphone. IEEE Trans. Speech Audio Process. 19(7): 1949-1961 (2011) - [c25]Aki Härmä:
Estimation of the energy ratio between primary and ambience components in stereo audio data. EUSIPCO 2011: 1643-1647 - [c24]Aki Härmä
:
Stereo audio classification for audio enhancement. ICASSP 2011: 457-460 - [c23]Georgina Tryfou, Aki Härmä, Athanasios Mouchtaris:
Tempo Estimation Based on Linear Prediction and Perceptual Modelling. ISMIR 2011: 197-202 - 2010
- [c22]Tommi Määttä, Aki Härmä
, Hamid K. Aghajan:
On efficient use of multi-view data for activity recognition. ICDSC 2010: 158-165 - [p1]Aki Härmä
:
Ambient Human-to-Human Communication. Handbook of Ambient Intelligence and Smart Environments 2010: 795-823
2000 – 2009
- 2009
- [c21]Jorge Peregrín Emparanza, Pavan Dadlani, Boris E. R. de Ruyter, Aki Härmä
:
Ambient telephony: Designing a communication system for enhancing social presence in home mediated communication. ACII 2009: 1-8 - [c20]Aki Härmä
, Kien Pham:
Conversation detection in ambient telephony. ICASSP 2009: 4641-4644 - [c19]Tommi Määttä, Aki Härmä
, Hamid K. Aghajan:
Home-to-home communication using 3D shadows. IMMERSCOM 2009: 20 - 2007
- [j6]Ville Pulkki
, Christof Faller, Aki Härmä
, Tapio Lokki
, Werner de Bruijn:
Spatial Sound and Virtual Acoustics. EURASIP J. Adv. Signal Process. 2007 (2007) - [c18]Aki Härmä
:
Ambient telephony: scenarios and research challenges. INTERSPEECH 2007: 562-565 - 2006
- [j5]Panu Somervuo, Aki Härmä
, Seppo Fagerlund:
Parametric Representations of Bird Sounds for Automatic Species Recognition. IEEE Trans. Speech Audio Process. 14(6): 2252-2263 (2006) - 2005
- [c17]Seppo Fagerlund, Aki Härmä:
Parametrization of inharmonic bird sounds for automatic recognition. EUSIPCO 2005: 1-4 - [c16]Sampo Vesa, Aki Härmä
:
Automatic estimation of reverberation time from binaural signals. ICASSP (3) 2005: 281-284 - [c15]Aki Härmä
, Martin F. McKinney, Janto Skowronek:
Automatic surveillance of the acoustic activity in our living environment. ICME 2005: 634-637 - 2004
- [c14]Matti Karjalainen, Miikka Tikander, Aki Härmä:
Head-tracking and subject positioning using binaural headset microphones and common modulation anchor sources. ICASSP (4) 2004: 101-104 - [c13]Aki Härmä, Panu Somervuo:
Classification of the harmonic structure in bird vocalization. ICASSP (5) 2004: 701-704 - [c12]Panu Somervuo, Aki Härmä:
Bird song recognition based on syllable pair histograms. ICASSP (5) 2004: 825-828 - 2003
- [c11]Aki Härmä:
Automatic identification of bird species based on sinusoidal modeling of syllables. ICASSP (5) 2003: 545-548 - 2002
- [j4]Aki Härmä
, Marko Juntunen:
A method for parametrization of time-varying sounds. IEEE Signal Process. Lett. 9(5): 151-153 (2002) - 2001
- [j3]Aki Härmä
, Unto K. Laine:
A comparison of warped and conventional linear predictive coding. IEEE Trans. Speech Audio Process. 9(5): 579-588 (2001) - [j2]Aki Härmä
:
Linear predictive coding with modified filter structures. IEEE Trans. Speech Audio Process. 9(8): 769-777 (2001) - [c10]Tuomas Paatero, Matti Karjalainen, Aki Härmä:
Modeling and equalization of audio systems using Kautz filters. ICASSP 2001: 3313-3316 - 2000
- [j1]Aki Härmä
:
Implementation of frequency-warped recursive filters. Signal Process. 80(3): 543-548 (2000) - [c9]Aki Härmä, Marko Juntunen, Jari P. Kaipio:
Time-varying autoregressive modeling of audio and speech signals. EUSIPCO 2000: 1-4 - [c8]Markus Vaalgamaa, Aki Härmä:
Subjective evaluation of LSF quantization in conventional and warped LP based audio coding. EUSIPCO 2000: 1-4 - [c7]Aki Härmä
:
Evaluation of a warped linear predictive coding scheme. ICASSP 2000: 897-900
1990 – 1999
- 1999
- [c6]Aki Härmä, Unto K. Laine, Matti Karjalainen:
On the utilization of overshoot effects in low-delay audio coding. ICASSP 1999: 893-896 - 1998
- [c5]Aki Härmä, Unto K. Laine, Matti Karjalainen:
Backward adaptive warped lattice for wideband stereo coding. EUSIPCO 1998: 1-4 - [c4]Kalle J. Palomäki, Aki Härmä, Unto K. Laine:
Warped linear predictive audio coding in video conferencing application. EUSIPCO 1998: 1-4 - [c3]Aki Härmä
:
Implementation of recursive filters having delay free loops. ICASSP 1998: 1261-1264 - 1997
- [c2]Aki Härmä, Unto K. Laine, Matti Karjalainen:
An experimental audio codec based on warped linear prediction of complex valued signals. ICASSP 1997: 323-326 - [c1]Matti Karjalainen, Aki Härmä, Unto K. Laine:
Realizable warped IIR filters and their properties. ICASSP 1997: 2205-2208
Coauthor Index
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last updated on 2024-08-05 20:24 CEST by the dblp team
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