Hi, I am Prachi Sharma, welcome to my GitHub page.
π My interests and skills are in the field of....
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Machine Learning, Generative and Trustworthy AI, Deep Learning, Data Science, NLP and Time Series.
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In Signal Processing - Audio, Speech, Music, Image and Video Processing and Computer Vision.
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Audio/Speech/Music- Generator-Predictor-for-Audio-Signals, Music-Source-Separation, TTS-Generation-using-Bark, GMM-based-Speaker-Recognition/Detection, Speech-Recognition, Audio Scene Analysis, Speech Enhancement UNet
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Image/Video- VAE for MNIST
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Generative AI- Score-Based-Diffusion-Generative-Models , Generative AI with LLM, Idea-to-Image-Through-Stable-Diffusion, Transformer from Scratch
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Data Science- Anamoly Detection
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Reliable-Trustworthy AI Reliable Interpretable AI
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Reinforcement Learning Reinforcement Learning
π I am currently working on ...
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Explainable Artificial Intelligence techniques for finding Relevant Regions in Room Impulse Responses (RIRs). I will make this code public after official release of my paper.
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I am also working on Audio Signal Enhancement, particulary on Text-to-Speech.
- π± Here are my publication:..
- Consrtruction-sAIt: Multi-modal AI driven technologies for construction site monitoring
- IDMT-Traffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research
- π« How to reach me: ...
- Gmail- psharma.sharma36@gmail.com