Philipp Klumpp

2023

Conference Contributions

• Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Bayerl SP., Klumpp P., Riedhammer KT., Schuster M., Nöth E., Maier A., Orozco Arroyave JR.:
  Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer’s Disease Using Forestnets
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Rhodes Island, June 4, 2023 - June 10, 2023)
  In: ICASSP 2023 2023
  DOI: 10.1109/ICASSP49357.2023.10095219
  BibTeX: Download

2022

Authored Books

• Perez Toro PA., Klumpp P., Vásquez-Correa JC., Schuster M., Nöth E., Orozco-Arroyave JR., Arias Vergara T.:
  50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders
  Springer Science and Business Media Deutschland GmbH, 2022
  ISBN: 9783031162695
  DOI: 10.1007/978-3-031-16270-1_29
  BibTeX: Download

Journal Articles

• Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco Arroyave JR., Maier A.:
  Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
  In: Smart Health 26 (2022), Article No.: 100347
  ISSN: 2352-6483
  DOI: 10.1016/j.smhl.2022.100347
  BibTeX: Download
• Perez Toro PA., Arias Vergara T., Klumpp P., Vásquez-Correa JC., Schuster M., Nöth E., Orozco Arroyave JR.:
  Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing
  In: Speech Communication 145 (2022), p. 10-20
  ISSN: 0167-6393
  DOI: 10.1016/j.specom.2022.09.001
  BibTeX: Download
• Perez Toro PA., Arias Vergara T., Klumpp P., Vásquez-Correa JC., Schuster M., Nöth E., Orozco-Arroyave JR.:
  Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing
  In: Speech Communication 145 (2022), p. 10-20
  ISSN: 0167-6393
  DOI: 10.1016/j.specom.2022.09.001
  BibTeX: Download
• Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR., Maier A.:
  Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
  In: Smart Health 26 (2022), Article No.: 100347
  ISSN: 2352-6483
  DOI: 10.1016/j.smhl.2022.100347
  BibTeX: Download

Conference Contributions

• Hernandez A., Klumpp P., Das BK., Maier A., Yang SH.:
  Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech
  25th International Conference on Text, Speech and Dialogue (Brno, Czech Republic, September 6, 2022 - September 9, 2022)
  In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Text, Speech, and Dialogue 25th International Conference, TSD 2022, Brno, Czech Republic, September 6–9, 2022, Proceedings, Springer Nature Switzerland AG: 2022
  DOI: 10.1007/978-3-031-16270-1_24
  URL: https://link.springer.com/chapter/10.1007/978-3-031-16270-1_24
  BibTeX: Download
• Kordowich G., Lorz T., Jaworski M., Klumpp P., Perez Toro PA., Gaube S., Kereit M., Böhme K., Nöth E., Jäger J.:
  Erdschlusserkennung basierend auf Künstlichen Neuronalen Netzen
  12. VDE ETG-/FNN-Tutorial Schutz- und Leittechnik (Berlin, June 21, 2022 - June 22, 2022)
  BibTeX: Download
• Pérez-Toro PA., Klumpp P., Vasquez-Correa JC., Schuster M., Nöth E., Orozco-Arroyave JR., Arias Vergara T.:
  50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders
  25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno, CZE, September 6, 2022 - September 9, 2022)
  In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-16270-1_29
  BibTeX: Download
• Perez Toro PA., Klumpp P., Hernandez A., Arias Vergara T., Lillo P., Slachevsky A., García AM., Schuster M., Maier A., Nöth E., Orozco Arroyave JR.:
  Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings
  23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, September 18, 2022 - September 22, 2022)
  In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
  DOI: 10.21437/Interspeech.2022-10883
  BibTeX: Download
• Schäfer P., Perez Toro PA., Klumpp P., Orozco Arroyave JR., Nöth E., Maier A., Abad A., Schuster M., Arias Vergara T.:
  CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss
  23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, KOR, September 18, 2022 - September 22, 2022)
  In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
  BibTeX: Download
• Schäfer P., Pérez Toro PA., Klumpp P., Orozco-Arroyave JR., Nöth E., Maier A., Abad A., Schuster M., Arias Vergara T.:
  CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss
  23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
  URL: https://www.scopus.com/record/display.uri?eid=2-s2.0-85140086069∨igin=inward
  BibTeX: Download
• Klumpp P., Arias-Vergara T., Perez-Toro PA., Nöth E., Orozco-Arroyave JR.:
  Common Phone: A Multilingual Dataset for Robust Acoustic Modelling
  13th International Conference on Language Resources and Evaluation (LREC) (Marseille, FRANCE)
  In: LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, PARIS: 2022
  DOI: 10.5281/zenodo.5846137
  BibTeX: Download
• tom Dieck T., Perez Toro PA., Arias Vergara T., Nöth E., Klumpp P.:
  Wav2vec behind the Scenes: How end2end Models learn Phonetics
  23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, September 18, 2022 - September 22, 2022)
  In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
  DOI: 10.21437/Interspeech.2022-10865
  BibTeX: Download
• tom Dieck T., Perez Toro PA., Arias Vergara T., Nöth E., Klumpp P.:
  Wav2vec behind the Scenes: How end2end Models learn Phonetics
  23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
  DOI: 10.21437/Interspeech.2022-10865
  BibTeX: Download

2021

Journal Articles

• Martindale C., Christlein V., Klumpp P., Eskofier B.:
  Wearables-based multi-task gait and activity segmentation using recurrent neural networks
  In: Neurocomputing 432 (2021), p. 250-261
  ISSN: 0925-2312
  DOI: 10.1016/j.neucom.2020.08.079
  BibTeX: Download
• Klumpp P., Arias Vergara T., Vásquez-Correa JC., Perez Toro PA., Orozco-Arroyave JR., Batliner A., Nöth E.:
  The Phonetic Footprint of Parkinson's Disease
  In: Computer Speech and Language 72 (2021)
  ISSN: 0885-2308
  DOI: 10.1016/j.csl.2021.101321
  URL: https://www.sciencedirect.com/science/article/abs/pii/S0885230821001169
  BibTeX: Download

Conference Contributions

• Perez Toro PA., Vasquez Correa J., Arias Vergara T., Klumpp P., Sierra-Castrillón M., Roldán-López ME., Aguillón D., Hincapié-Henao L., Tóbon-Quintero CA., Bocklet T., Schuster M., Orozco-Arroyave JR., Nöth E.:
  Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease
  ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  DOI: 10.1109/ICASSP39728.2021.9414009
  URL: https://ieeexplore.ieee.org/abstract/document/9414009
  BibTeX: Download
• Perez Toro PA., Vásquez-Correa JC., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR.:
  Emotional State Modeling for the Assessment of Depression in Parkinson’s Disease
  24th International Conference on Text, Speech, and Dialogue, TSD 2021 (Olomouc, CZE, September 6, 2021 - September 9, 2021)
  In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-83527-9_39
  BibTeX: Download
• Vasquez Correa J., Arias Vergara T., Klumpp P., Perez Toro PA., Orozco-Arroyave JR., Nöth E.:
  End-2-End Modeling of Speech and Gait from Patients with Parkinson’s Disease: Comparison Between High Quality Vs. Smartphone Data
  ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  DOI: 10.1109/ICASSP39728.2021.9414729
  URL: https://ieeexplore.ieee.org/abstract/document/9414729
  BibTeX: Download
• Perez Toro PA., Bayerl S., Arias Vergara T., Vasquez Correa J., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR., Riedhammer K.:
  Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge
  22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (, August 30, 2021 - September 3, 2021)
  In: Proc. Interspeech 2021 2021
  DOI: 10.21437/Interspeech.2021-1589
  BibTeX: Download
• Klumpp P., Bocklet T., Arias Vergara T., Vasquez Correa J., Perez Toro PA., Bayerl S., Orozco-Arroyave JR., Nöth E.:
  The Phonetic Footprint of Covid-19
  Interspeech 2021 (, August 30, 2021 - September 3, 2021)
  In: Proc. Interspeech 2021 2021
  DOI: 10.21437/Interspeech.2021-1488
  BibTeX: Download

2020

Journal Articles

• Orozco-Arroyave JR., Vasquez Correa J., Klumpp P., Perez Toro PA., Escobar-Grisales D., Roth N., Ríos-Urrego CD., Strauß M., Carvajal-Castaño HA., Bayerl S., Castrillón-Osorio LR., Arias-Vergara T., Küderle A., López-Pabón FO., Parra-Gallego LF., Eskofier B., Gómez-Gómez LF., Schuster M., Nöth E.:
  Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement
  In: Neurodegenerative Disease Management (2020)
  ISSN: 1758-2024
  DOI: 10.2217/nmt-2019-0037
  BibTeX: Download
• Arias-Vergara T., Klumpp P., Vasquez-Correa JC., Nöth E., Orozco-Arroyave JR., Schuster M.:
  Multi-channel spectrograms for speech processing applications using deep learning methods
  In: Pattern Analysis and Applications (2020)
  ISSN: 1433-7541
  DOI: 10.1007/s10044-020-00921-5
  BibTeX: Download

Conference Contributions

• Klumpp P., Fritsch JD., Nöth E.:
  ANN-based Alzheimer's disease classification from bag of words
  13th ITG Conference on Speech Communication (Oldenburg, October 10, 2018 - October 12, 2018)
  In: Speech Communication - 13th ITG-Fachtagung Sprachkommunikation 2020
  BibTeX: Download
• Klumpp P., Arias Vergara T., Vásquez-Correa JC., Pérez-Toro PA., Hönig FT., Nöth E., Orozco-Arroyave JR.:
  Surgical mask detection with deep recurrent phonetic models
  Interspeech 2020
  In: Interspeech 2020 2020
  BibTeX: Download
• Klumpp P., Arias Vergara T., Vasquez Correa J., Perez Toro PA., Hönig FT., Nöth E., Orozco-Arroyave JR.:
  Surgical mask detection with deep recurrent phonetic models
  21st Annual Conference of the International Speech Communication Association, INTERSPEECH 2020
  DOI: 10.21437/Interspeech.2020-1723
  BibTeX: Download

2019

Conference Contributions

• Vásquez-Correa JC., Klumpp P., Arias-Vergara T., Strauss M., Küderle A., Roth N., Bayerl S., García-Ospina N., Perez Toro PA., Parra-Gallego LF., Rios-Urrego CD., Escobar-Grisales D., Orozco-Arroyave JR., Eskofier B., Nöth E.:
  Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease
  20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
  In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
  DOI: 10.21437/Interspeech.2019-8003
  URL: https://www.isca-speech.org/archive/Interspeech_2019/abstracts/8003.html
  BibTeX: Download
• Klumpp P., Vasquez Correa J., Haderlein T., Nöth E.:
  Feature space visualization with spatial similarity maps for pathological speech data
  20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
  In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proc. Interspeech 2019 2019
  DOI: 10.21437/Interspeech.2019-2080
  BibTeX: Download
• Vasquez Correa J., Klumpp P., Orozco Arroyave JR., Nöth E.:
  Phonet: A tool based on gated recurrent neural networks to extract phonological posteriors from speech
  20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
  In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
  DOI: 10.21437/Interspeech.2019-1405
  BibTeX: Download

2018

Conference Contributions

• Klumpp P., Fritsch JD., Nöth E.:
  ANN-based Alzheimer’s disease classification from bag of words
  Speech Communication - 13. ITG-Fachtagung Sprachkommunikation
  In: Speech Communication - 13. ITG-Fachtagung Sprachkommunikation 2018
  URL: https://www.idiap.ch/~jfritsch/pdf/2018ITG.pdf
  BibTeX: Download
• Arias Vergara T., Vasquez Correa J., Orozco Arroyave JR., Klumpp P., Nöth E.:
  Unobtrusive Monitoring of Speech Impairments of Parkinson's Disease Patients Through Mobile Devices
  2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018
  DOI: 10.1109/ICASSP.2018.8462332
  BibTeX: Download
• Arias Vergara T., Vasquez Correa J., Rafael Orozco-Arroyave J., Klumpp P., Nöth E.:
  Unobtrusive Monitoring of Speech Impairments of Parkinson'S Disease Patients Through Mobile Devices
  43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  DOI: 10.1109/ICASSP.2018.8462332
  URL: https://ieeexplore.ieee.org/abstract/document/8462332
  BibTeX: Download

2017

Conference Contributions

• Klumpp P., Janu T., Arias Vergara T., Vasquez Correa J., Rafael Orozco-Arroyave J., Nöth E.:
  Apkinson — A Mobile Monitoring Solution for Parkinson's Disease
  Interspeech 2017
  In: Interspeech 2017 2017
  URL: https://www.researchgate.net/profile/Juan_Vasquez12/publication/319185470_Apkinson_-_A_Mobile_Monitoring_Solution_for_Parkinson's_Disease/links/59b9fecfa6fdcc68723177dc/Apkinson-A-Mobile-Monitoring-Solution-for-Parkinsons-Disease.pdf
  BibTeX: Download
• Arias Vergara T., Klumpp P., Vasquez Correa J., Orozco Arroyave JR., Nöth E.:
  Parkinson’s disease progression assessment from speech using a mobile device-based application
  20th International Conference on Text, Speech and Dialogue, TSD 2017
  In: TSD 2017: Text, Speech, and Dialogue 2017
  DOI: 10.1007/978-3-319-64206-2_42
  BibTeX: Download