Ivan Torre
Senior Applied Scientist AI ASR TTS Healthcare at European Commission
Álava, Autonomous Community of the Basque Country, Spain
Summary
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Senior🎓
Top SchoolIvan Torre is a Senior Applied Scientist specializing in ASR and TTS for healthcare, currently driving model research, training and deployment within Oracle's EMEA Speech Recognition team. With 11 years of multidisciplinary applied-AI experience and a PhD in complex systems, he blends deep expertise in DNN-based speech models (wav2vec2.0, S2T2, Jasper, QuartzNet) with practical skills in optimization for edge devices and federated learning. His work spans academic and industry settings—postdoctoral research on clinical speech markers, EU project contributions, and external evaluation of R&D proposals—highlighting a rare mix of foundational research and production impact. Fluent in statistical modeling, time-series and nonlinear dynamics, he often tackles low-resource and clinically sensitive domains such as aphasia and early cognitive impairment detection. Based in Álava, Spain, he pairs rigorous physics and mathematics training with hands-on engineering to translate linguistic and complex-systems insights into deployed healthcare speech solutions.
11 years of coding experience
7 years of employment as a software developer
Fulbright-Schuman Engineering Physics/Applied Physics, Fulbright-Schuman Engineering Physics/Applied Physics at Commission for Educational Exchange between the U.S., Belgium and LuxembourgBSc in Mathematics, BSc in Mathematics at Universidad Nacional de Educación a Distancia - U.N.E.D.Doctor of Philosophy - PhD Physics of Complex Systems. Applied Physics Computational Linguistics, Doctor of Philosophy - PhD Physics of Complex Systems. Applied Physics Computational Linguistics at Universidad Politécnica de Madrid
Spanish, English, Basque
Stackoverflow
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Github Skills (45)
nvidia-docker10
pytorch10
python10
tensorrt10
machine-learning10
nvidia10
deep-learning10
tensorflow10
natural-language-processing10
transformer10
speech-recognition10
nlp10
imagej9
translation9
transformers9
Programming languages (5)
Github contributions (5)
ivangtorre/wav2vec2Aphasia
Mar 2021 - Jul 2021
Contributions:476 pushes, 1 branch in 4 months
ivangtorre/multifrac
Oct 2019 - Aug 2020
This is a plugin for ImageJ for multifractal analysis of 2D and 3D images. This have been used in several research papers. If you use the modules for 2D images analysis, cite: Torre, I. G.,Martín-Sotoca, JJ; Losada, J. C., Lopez, P., & Tarquis, A. M. (2018). Multiscaling properties of soil images. biosystems engineering, 168, 133-141. Torre, I. G., Losada, J. C., & Tarquis, A. M. Scaling properties of binary and greyscale images in the context of X-ray soil tomography. [preprint] If you use the modules for 3D analysis, cite: Torre, I. G., Losada, J. C., Heck, R. J., & Tarquis, A. M. (2018). Multifractal analysis of 3D images of tillage soil. Geoderma, 311, 167-174.
Contributions:32 commits, 4 PRs, 27 pushes in 10 months
multifractal-analysisraytorreheckimagej
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