Search Results for author: Navin Kamuni

Found 6 papers, 0 papers with code

Enhancing Music Genre Classification through Multi-Algorithm Analysis and User-Friendly Visualization

no code implementations27 May 2024 Navin Kamuni, Dheerendra Panwar

The aim of this study is to teach an algorithm how to recognize different types of music.

A Novel Audio Representation for Music Genre Identification in MIR

no code implementations1 Apr 2024 Navin Kamuni, Mayank Jindal, Arpita Soni, Sukender Reddy Mallreddy, Sharath Chandra Macha

For Music Information Retrieval downstream tasks, the most common audio representation is time-frequency-based, such as Mel spectrograms.

Information Retrieval Music Information Retrieval +2

Unveiling the Impact of Macroeconomic Policies: A Double Machine Learning Approach to Analyzing Interest Rate Effects on Financial Markets

no code implementations31 Mar 2024 Anoop Kumar, Suresh Dodda, Navin Kamuni, Rajeev Kumar Arora

Results indicate that gradient boosting is a useful tool for predicting fund returns; for example, a 1% increase in interest rates causes an actively managed fund's return to decrease by -11. 97%.

Causal Inference

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