Aki Härmä

Orcid: 0000-0002-2966-3305

Affiliations:
  • Philips Research, Eindhoven, The Netherlands


According to our database1, Aki Härmä authored at least 75 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
PhilHumans: Benchmarking Machine Learning for Personal Health.
CoRR, 2024

Finding and Navigating to Humans in Complex Environments for Assistive Tasks.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Schema-Driven Actionable Insight Generation and Smart Recommendation.
CoRR, 2023

Opinion Mining Using Population-tuned Generative Language Models.
CoRR, 2023

Sensing of inspiration events from speech: comparison of deep learning and linguistic methods.
CoRR, 2023

Smart Selection of Useful Insights from Wearables.
Proceedings of the IEEE International Conference on Acoustics, 2023

Forecasting of Breathing Events from Speech for Respiratory Support.
Proceedings of the IEEE International Conference on Acoustics, 2023

Fully Autonomous Programming with Large Language Models.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022
COVID-19 detection based on respiratory sensing from speech.
Proceedings of the Interspeech 2022, 2022

Detection of COPD Exacerbation from Speech: Comparison of Acoustic Features and Deep Learning Based Speech Breathing Models.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
A survey on human-aware robot navigation.
Robotics Auton. Syst., 2021

Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings.
Neural Networks, 2021

Neural Scoring of Logical Inferences from Data using Feedback.
Int. J. Interact. Multim. Artif. Intell., 2021

Towards Effective Patient Simulators.
Frontiers Artif. Intell., 2021

BF++: a language for general-purpose neural program synthesis.
CoRR, 2021

Multi-Task Estimation of Age and Cognitive Decline from Speech.
Proceedings of the IEEE International Conference on Acoustics, 2021

On The Relationship Between Speech-Based Breathing Signal Prediction Evaluation Measures and Breathing Parameters Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Neurogenetic programming framework for explainable reinforcement learning.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Phoneme Based Respiratory Analysis of Read Speech.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Towards a Generalised Framework for Behaviour Insight Mining (short paper).
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

Face Analysis and Body Language Understanding from Egocentric Cameras (short paper).
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition.
Proceedings of the Interspeech 2020, 2020

Speech Breathing Estimation Using Deep Learning Methods.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Detection of Mild Dyspnea from Pairs of Speech Recordings.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Artificial intelligence and ambient intelligence.
J. Ambient Intell. Smart Environ., 2019

Acknowledgment of JAISE reviewers.
J. Ambient Intell. Smart Environ., 2019

Deep Sensing of Breathing Signal During Conversational Speech.
Proceedings of the Interspeech 2019, 2019

2018
Preface.
J. Ambient Intell. Smart Environ., 2018

Interactive health insight miner: an adaptive, semantic-based approach.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

Active learning experiments for the classification of smoking tweets.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Active Learning for Conversational Interfaces in Healthcare Applications.
Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018

Detecting and tracking ongoing topics in psychotherapeutic conversations.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation.
Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018

2017
Automatic characterization of ambulatory patterns of utilitarian and leisure trips.
Proceedings of the 25th European Signal Processing Conference, 2017

Couch potato or gym addict? Semantic lifestyle profiling with wearables and knowledge graphs.
Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

2016
Probabilistic scoring of validated insights for personal health services.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015
Collaborative detection of repetitive behavior by multiple uncalibrated cameras.
Inf. Fusion, 2015

Classification of Involuntary Hand Movements.
Proceedings of the BIOSIGNALS 2015, 2015

2014
Collaborative Vision Network for Personalized Office Ergonomics.
Proceedings of the VISAPP 2014, 2014

Bed exit prediction based on movement and posture data.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Compressive sensing in footstep sounds, hand tremors and speech using K-SVD dictionaries.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

2012
Virtual and mixed reality intelligent environments.
J. Ambient Intell. Smart Environ., 2012

2011
Speaker Distance Detection Using a Single Microphone.
IEEE Trans. Speech Audio Process., 2011

Tempo Estimation Based on Linear Prediction and Perceptual Modelling.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Stereo audio classification for audio enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2011

Estimation of the energy ratio between primary and ambience components in stereo audio data.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
On efficient use of multi-view data for activity recognition.
Proceedings of the 2010 Fourth ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, GA, USA - August 31, 2010

Ambient Human-to-Human Communication.
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

2009
Home-to-home communication using 3D shadows.
Proceedings of the 2nd International ICST Conference on Immersive Telecommunications, 2009

Conversation detection in ambient telephony.
Proceedings of the IEEE International Conference on Acoustics, 2009

Ambient telephony: Designing a communication system for enhancing social presence in home mediated communication.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

2007
Spatial Sound and Virtual Acoustics.
EURASIP J. Adv. Signal Process., 2007

Ambient telephony: scenarios and research challenges.
Proceedings of the INTERSPEECH 2007, 2007

2006
Parametric Representations of Bird Sounds for Automatic Species Recognition.
IEEE Trans. Speech Audio Process., 2006

2005
Automatic surveillance of the acoustic activity in our living environment.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Automatic estimation of reverberation time from binaural signals.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Parametrization of inharmonic bird sounds for automatic recognition.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Bird song recognition based on syllable pair histograms.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Head-tracking and subject positioning using binaural headset microphones and common modulation anchor sources.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Classification of the harmonic structure in bird vocalization.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Automatic identification of bird species based on sinusoidal modeling of syllables.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
A method for parametrization of time-varying sounds.
IEEE Signal Process. Lett., 2002

2001
A comparison of warped and conventional linear predictive coding.
IEEE Trans. Speech Audio Process., 2001

Linear predictive coding with modified filter structures.
IEEE Trans. Speech Audio Process., 2001

Modeling and equalization of audio systems using Kautz filters.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Implementation of frequency-warped recursive filters.
Signal Process., 2000

Evaluation of a warped linear predictive coding scheme.
Proceedings of the IEEE International Conference on Acoustics, 2000

Subjective evaluation of LSF quantization in conventional and warped LP based audio coding.
Proceedings of the 10th European Signal Processing Conference, 2000

Time-varying autoregressive modeling of audio and speech signals.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
On the utilization of overshoot effects in low-delay audio coding.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Implementation of recursive filters having delay free loops.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Warped linear predictive audio coding in video conferencing application.
Proceedings of the 9th European Signal Processing Conference, 1998

Backward adaptive warped lattice for wideband stereo coding.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Realizable warped IIR filters and their properties.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

An experimental audio codec based on warped linear prediction of complex valued signals.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997


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