Dirceu Silva
Machine Learning Specialist at InnoVox - A Signal Processing Company
Coimbra, Coimbra, Portugal
Summary
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Senior🎓
Top SchoolDirceu Silva is a Machine Learning Specialist and PhD researcher in Audio and Voice Processing with over a decade of experience developing production-grade signal processing and ML systems for audio recovery, speaker recognition and music identification. Trained as a telecommunications engineer and former military researcher, he designed cryptophony and speaker-recognition systems for the Brazilian Army before pivoting to commercial products for radio/TV monitoring and call-center diarization. At InnoVox and through his own research consultancy he built robust C/C++ and Python pipelines for song activity detection, audio saturation control and fingerprint-based music recovery that power real-world broadcast monitoring. Comfortable bridging research and engineering, he also has taught and supervised graduate students, bringing a collaborative, mentorship-oriented approach to complex audio problems. Notably, his career combines field-hardened military communications experience with practical industrial deployments of audio ML—a blend that informs his pragmatic, reliability-focused solutions.
11 years of coding experience
15 years of employment as a software developer
Military Officer, Military Communications, Military Officer, Military Communications at Academia Militar Agulhas NegrasMaster's degree, Telecommunications Engineering, Master's degree, Telecommunications Engineering at Instituto Militar de EngenhariaEscola Preparatória de Cadetes do ExércitoDoctor of Philosophy - PhD, Audio and Voice Processing, Doctor of Philosophy - PhD, Audio and Voice Processing at Universidade de Coimbra
Stackoverflow
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Github Skills (57)
que9
pentesting6
jack6
aio5
security5
python5
chatops4
docker4
chat4
ansible4
bot-framework4
otrs4
plugin3
chatbot3
poc3
Programming languages (8)
Github contributions (5)
paralelo14/subdomain_finder
Jul 2016 - Sep 2016
Python script to find subdomains
Contributions:24 commits, 6 PRs, 1 comment in 1 month
pythonbugbountysecuritypython-scriptsubdomains
SysAdminQCODA/site
Sep 2019 - Nov 2021
Nosso lindo e belo site!!! Também estamos na web, ora bolas!
Contributions:2 PRs, 14 pushes, 2 branches in 2 years 2 months
cssjavascriptora
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