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Philipp Klumpp
Philipp Klumpp
Researcher, FAU Erlangen-Nuremberg
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Jahr
Multi-channel spectrograms for speech processing applications using deep learning methods
T Arias-Vergara, P Klumpp, JC Vasquez-Correa, E Nöth, ...
Pattern Analysis and Applications 24, 423-431, 2021
672021
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech.
JC Vásquez-Correa, P Klumpp, JR Orozco-Arroyave, E Nöth
INTERSPEECH 60, 61, 2019
482019
Apkinson: the smartphone application for telemonitoring Parkinson’s patients through speech, gait and hands movement
JR Orozco-Arroyave, JC Vásquez-Correa, P Klumpp, PA Pérez-Toro, ...
Neurodegenerative Disease Management 10 (3), 137-157, 2020
452020
Wearables-based multi-task gait and activity segmentation using recurrent neural networks
CF Martindale, V Christlein, P Klumpp, BM Eskofier
Neurocomputing 432, 250-261, 2021
402021
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge.
PA Pérez-Toro, SP Bayerl, T Arias-Vergara, JC Vásquez-Correa, ...
Interspeech, 3785-3789, 2021
302021
Unobtrusive monitoring of speech impairments of Parkinson's disease patients through mobile devices
T Arias-Vergara, JC Vasquez-Correa, JR Orozco-Arroyave, P Klumpp, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
272018
ANN-based Alzheimer's disease classification from bag of words
P Klumpp, J Fritsch, E Nöth
Speech Communication; 13th ITG-Symposium, 1-4, 2018
222018
Apkinson-A Mobile Monitoring Solution for Parkinson's Disease.
P Klumpp, T Janu, T Arias-Vergara, JC Vásquez-Correa, ...
INTERSPEECH, 1839-1843, 2017
212017
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings.
PA Pérez-Toro, P Klumpp, A Hernandez, T Arias, P Lillo, A Slachevsky, ...
Interspeech, 2483-2487, 2022
132022
Acoustic and linguistic analyses to assess early-onset and genetic Alzheimer’s disease
PA Pérez-Toro, JC Vásquez-Correa, T Arias-Vergara, P Klumpp, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
132021
The phonetic footprint of parkinson’s disease
P Klumpp, T Arias-Vergara, JC Vásquez-Correa, PA Pérez-Toro, ...
Computer Speech & Language 72, 101321, 2022
102022
Surgical mask detection with deep recurrent phonetic models.
P Klumpp, T Arias-Vergara, JC Vásquez-Correa, PA Pérez-Toro, F Hönig, ...
Interspeech, 2057-2061, 2020
92020
Emotional state modeling for the assessment of depression in Parkinson’s disease
PA Pérez-Toro, JC Vasquez-Correa, T Arias-Vergara, P Klumpp, ...
Text, Speech, and Dialogue: 24th International Conference, TSD 2021, Olomouc …, 2021
82021
End-2-end modeling of speech and gait from patients with Parkinson’s disease: comparison between high quality vs. smartphone data
JC Vasquez-Correa, T Arias-Vergara, P Klumpp, PA Pérez-Toro, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
62021
Interpreting acoustic features for the assessment of Alzheimer’s disease using ForestNet
PA Pérez-Toro, D Rodríguez-Salas, T Arias-Vergara, P Klumpp, ...
Smart Health 26, 100347, 2022
52022
Depression assessment in people with Parkinson’s disease: The combination of acoustic features and natural language processing
PA Pérez-Toro, T Arias-Vergara, P Klumpp, JC Vásquez-Correa, ...
Speech Communication 145, 10-20, 2022
52022
Wav2vec behind the Scenes: How end2end Models learn Phonetics.
T tom Dieck, PA Pérez-Toro, T Arias, E Nöth, P Klumpp
INTERSPEECH, 5130-5134, 2022
52022
Common phone: A multilingual dataset for robust acoustic modelling
P Klumpp, T Arias-Vergara, PA Pérez-Toro, E Nöth, JR Orozco-Arroyave
arXiv preprint arXiv:2201.05912, 2022
52022
The phonetic footprint of covid-19?
P Klumpp, T Bocklet, T Arias-Vergara, JC Vásquez-Correa, ...
Interspeech, 441-445, 2021
52021
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.
JC Vásquez-Correa, T Arias-Vergara, P Klumpp, M Strauss, A Küderle, ...
INTERSPEECH, 964-965, 2019
42019
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