Philipp Klumpp

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Natural Language Processing

Speech Recognition

Recurrent Neural Networks

Disease Progression

Top Venues

Publications

Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. CoRR (2024)
Philipp Klumpp, Pooja Chitkara, Leda Sari, Prashant Serai, Jilong Wu, Irina-Elena Veliche, Rongqing Huang, Qing He
Synthetic Cross-accent Data Augmentation for Automatic Speech Recognition. CoRR (2023)
Paula Andrea Pérez-Toro, Dalia Rodríguez-Salas, Tomás Arias-Vergara, Sebastian P. Bayerl, Philipp Klumpp, Korbinian Riedhammer, Maria Schuster, Elmar Nöth, Andreas K. Maier, Juan Rafael Orozco-Arroyave
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets. ICASSP (2023)
Abner Hernandez, Philipp Klumpp, Badhan Das, Andreas K. Maier, Seung Hee Yang
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech. TSD (2022)
Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. INTERSPEECH (2022)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
The phonetic footprint of Parkinson's disease. Comput. Speech Lang. 72 (2022)
Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. CoRR (2022)
P. Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas K. Maier, A. Abad, Maria Schuster, Tomás Arias-Vergara
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss. INTERSPEECH (2022)
Paula Andrea Pérez-Toro, Philipp Klumpp, Abner Hernandez, Tomas Arias, Patricia Lillo, Andrea Slachevsky, Adolfo Martín García, Maria Schuster, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. INTERSPEECH (2022)
Philipp Klumpp, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling. CoRR (2022)
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing. Speech Commun. 145 (2022)
Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders. TSD (2022)
Philipp Klumpp, Tomas Arias-Vergara, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling. LREC (2022)
Teena tom Dieck, Paula Andrea Pérez-Toro, Tomas Arias, Elmar Nöth, Philipp Klumpp
Wav2vec behind the Scenes: How end2end Models learn Phonetics. INTERSPEECH (2022)
Tomas Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Elmar Nöth, Juan Rafael Orozco-Arroyave, Maria Schuster
Multi-channel spectrograms for speech processing applications using deep learning methods. Pattern Anal. Appl. 24 (2) (2021)
Christine F. Martindale, Vincent Christlein, Philipp Klumpp, Björn M. Eskofier
Wearables-based multi-task gait and activity segmentation using recurrent neural networks. Neurocomputing 432 (2021)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
Emotional State Modeling for the Assessment of Depression in Parkinson's Disease. TDS (2021)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
The Phonetic Footprint of Parkinson's Disease. CoRR (2021)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Elmar Nöth
End-2-End Modeling of Speech and Gait from Patients with Parkinson's Disease: Comparison Between High Quality Vs. Smartphone Data. ICASSP (2021)
Philipp Klumpp, Tobias Bocklet, Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Juan Rafael Orozco-Arroyave, Elmar Nöth
The Phonetic Footprint of Covid-19? Interspeech (2021)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, M. Sierra-Castrillón, M. E. Roldán-López, D. Aguillón, L. Hincapié-Henao, Carlos Andrés Tóbon-Quintero, Tobias Bocklet, Maria Schuster, Juan Rafael Orozco-Arroyave, Elmar Nöth
Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease. ICASSP (2021)
Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Korbinian Riedhammer
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge. Interspeech (2021)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Florian Hönig, Elmar Nöth, Juan Rafael Orozco-Arroyave
Surgical Mask Detection with Deep Recurrent Phonetic Models. INTERSPEECH (2020)
Juan Camilo Vásquez-Correa, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech. INTERSPEECH (2019)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, S. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Rios-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. INTERSPEECH (2019)
Philipp Klumpp, Juan Camilo Vásquez-Correa, Tino Haderlein, Elmar Nöth
Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data. INTERSPEECH (2019)
Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Philipp Klumpp, Elmar Nöth
Unobtrusive Monitoring of Speech Impairments of Parkinson'S Disease Patients Through Mobile Devices. ICASSP (2018)
Philipp Klumpp, Julian Fritsch, Elmar Nöth
ANN-based Alzheimer's disease classification from bag of words. ITG Symposium on Speech Communication (2018)
Tomas Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Parkinson's Disease Progression Assessment from Speech Using a Mobile Device-Based Application. TSD (2017)
Philipp Klumpp, Thomas Janu, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Apkinson - A Mobile Monitoring Solution for Parkinson's Disease. INTERSPEECH (2017)