3 papers
cs.CL2021
Are Word Embedding Methods Stable and Should We Care About It?
Angana Borah, Manash Pratim Barman, Amit Awekar
A representation learning method is considered stable if it consistently generates similar representation of the given data across multiple runs. Word Embedding Methods (WEMs) are…
cs.IR2019
Decoding the Style and Bias of Song Lyrics
Manash Pratim Barman, Amit Awekar, Sambhav Kothari
The central idea of this paper is to gain a deeper understanding of song lyrics computationally. We focus on two aspects: style and biases of song lyrics. All prior works to unders…
cs.IR2019
It's Only Words And Words Are All I Have
Manash Pratim Barman, Kavish Dahekar, Abhinav Anshuman +1
The central idea of this paper is to demonstrate the strength of lyrics for music mining and natural language processing (NLP) tasks using the distributed representation paradigm.…