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Steve Baek Email & Phone Number
Research Associate - Center for Voice Intelligence and Security (CVIS)
at
Carnegie Mellon University School of Computer Science
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Role
Research Associate - Center for Voice Intelligence and Security (CVIS)
Location
Pittsburgh, Pennsylvania, United States
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Steve Baek is listed as Research Associate - Center for Voice Intelligence and Security (CVIS) at Carnegie Mellon University School of Computer Science, based in Pittsburgh, Pennsylvania, United States. AeroLeads shows a matched LinkedIn profile for Steve Baek.
Steve Baek previously worked as Visiting Researcher - Machine Learning for Signal Processing (MLSP) Group at Carnegie Mellon University School Of Computer Science and Ansys Lumerical Project at Carnegie Mellon University. Steve Baek holds Master'S Degree, Electrical And Computer Engineering - Applied Study, 3.96/4.0 from Carnegie Mellon University.
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Carnegie Mellon University School of Computer Science
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About Steve Baek
As a researcher in the Machine Learning for Signal Processing (MLSP) Group at Carnegie Mellon University. I work under the supervision of Professor Rita Singh and Professor Bhiksha Raj.My academic journey includes a Master of Science in Electrical and Computer Engineering with a concentration in AI/ML Systems from Carnegie Mellon University, where I graduated with a GPA of 3.96/4.0. I also hold a Bachelor of Science in Physics from the University of Illinois at Urbana-Champaign.My expertise extends to several programming languages, including Python, Java, and C/C++, and I am proficient in various software tools such as PyCharm, VS Code, MATLAB, and Ansys. I have hands-on experience with libraries like Pandas, Numpy, Keras, TensorFlow, PyTorch, and scikit-learn.In addition to my research, I have interned on the Ansys Lumerical Project, where I developed a mode selector algorithm and a user-friendly GUI, and contributed to projects like WaggleNet, aimed at improving bee colony safety through real-time monitoring.My recent projects include:Data Augmentation with Various Distortion Prepared By Torchaudio: Engineered algorithms to improve speech recognition accuracy using noise, reverberation, SpecAugmentation, and speed perturbation.Ansys Waveguide Modulation with Python Automation: Developed automated simulations for waveguide adjustments, validated through Dipole simulations.EfficientNetV2-S DeepFake Detection: Implemented and trained algorithms for deepfake detection, achieving high accuracy on the FaceForensics++ dataset.I am passionate about leveraging AI and ML to solve complex problems and am continually looking for opportunities to apply my skills and knowledge to new and challenging projects.Feel free to connect with me to discuss potential collaborations or opportunities.
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Carnegie Mellon University School Of Computer Science
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4 roles
Steve Baek work experience
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Research Associate - Center For Voice Intelligence And Security (Cvis)
Current- Developed scalable algorithms for multi-modal deepfake detection using capture-based features, signal processing differences, and physics-based inconsistencies.
- Explored image watermarking techniques for enhancing media integrity verification. This involved leveraging and modifying existing watermark embedding methods similar to StegaStamp to embed imperceptible information.
Nov 2024 - Present
Visiting Researcher - Machine Learning For Signal Processing (Mlsp) Group
- Supervisors: Professor Rita Singh, Professor Bhiksha Raj
- Researching advanced audio encoding and decoding techniques to enhance audio processing capabilities.
- Developing and implementing state-of-the-art algorithms for video forgery detection, leveraging deep learning techniques to ensure accuracy and reliability.
Apr 2024 - Nov 2024
Ansys Lumerical Project
- Engineered a mode selector algorithm integrating Python and Ansys Lumerical software, further enhanced with libraries like SciPy, NumPy, and Matplotlib to efficiently determine the appropriate mode for waveguide.
- Implemented a user-friendly tinker interface(GUI) for users to control all essential variables in Ansys Lumerical simulation.
- Uploaded the project on GitHub. https://github.com/Sunghwan0112/Ansys_Project_Public.git
May 2023 - Aug 2023
2 education records
Steve Baek education
Master'S Degree, Electrical And Computer Engineering - Applied Study, 3.96/4.0
Bachelor'S Degree, Physics
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What company does Steve Baek work for?
Steve Baek works for Carnegie Mellon University School of Computer Science.
What is Steve Baek's role at Carnegie Mellon University School of Computer Science?
Steve Baek is listed as Research Associate - Center for Voice Intelligence and Security (CVIS) at Carnegie Mellon University School of Computer Science.
Where is Steve Baek based?
Steve Baek is based in Pittsburgh, Pennsylvania, United States while working with Carnegie Mellon University School of Computer Science.
What companies has Steve Baek worked for?
Steve Baek has worked for Carnegie Mellon University School Of Computer Science and Carnegie Mellon University.
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What schools did Steve Baek attend?
Steve Baek holds Master'S Degree, Electrical And Computer Engineering - Applied Study, 3.96/4.0 from Carnegie Mellon University.
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