@SPIRE_Lab

Signal Processing, Interpretation and REpresentation (SPIRE) Laboratory, Indian Institute of Science, Bangalore.

 Bangalore, India
spire.ee.iisc.ac.in/spire/
Joined January 2020
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🚀 New Paper Alert! We propose a Dynamic Learning Rate Scheduler (DLRS) to improve training in PINNs & image classification. It adapts in real-time using loss values 🔁📉 Read here 👉 doi.org/10.1016/j.mlwa.2025.… Reach out : @SPIRE_Lab #PINNs #ScientificML #IISc #DNNs #MLWA
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Delighted to announce the publication of our research on neural networks understanding sound propagation in the Journal of Sound and Vibration: authors.elsevier.com/c/1j13a…. Reach us at @PrasantaG and @Dr_VeerababuD for collaborating on solving high-fidelity problems in acoustics.
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Excited to share our latest research on Physics-Based Machine Learning for Acoustics! 📢 - Tackling 2D acoustic wave problems - Applications in geophysics, ultrasonics, etc. 📄 Read more: authors.elsevier.com/c/1kpgA… #MachineLearning #PhysicsInformedAI #AIForScience #NoiseControl
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📢 Thrilled to share my research finding in the International Journal of Acoustics and Vibration! 🎉 🔗Full paper link: doi.org/10.20855/ijav.2024.2… #Aeroacoustics #PhysicsInformedNN #ScientificML #IISc @SPIRE_Lab
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The MTech course in Signal Processing @iiscbangalore has a new curriculum with 5 specialization modules and options for foundational courses! See bit.ly/3Kxyepb for more details.
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Democratising Voice Tech: A team of @iiscbangalore researchers raise $2m for open-source voice tech in 9 Indian languages. Project aims at developing datasets to train ML algorithms in a freely accessible way so as to enable AI-based solutions Full Story: toi.in/P13aWZ/a24gj
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