Soham Bonnerjee
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View article: WISER: Segmenting watermarked region - an epidemic change-point perspective
WISER: Segmenting watermarked region - an epidemic change-point perspective Open
With the increasing popularity of large language models, concerns over content authenticity have led to the development of myriad watermarking schemes. These schemes can be used to detect a machine-generated text via an appropriate key, wh…
View article: Gaussian Approximation For Non-stationary Time Series with Optimal Rate and Explicit Construction
Gaussian Approximation For Non-stationary Time Series with Optimal Rate and Explicit Construction Open
Statistical inference for time series such as curve estimation for time-varying models or testing for existence of change-point have garnered significant attention. However, these works are generally restricted to the assumption of indepen…
View article: A Generalized Epidemiological Model for COVID-19 with Dynamic and Asymptomatic Population
A Generalized Epidemiological Model for COVID-19 with Dynamic and Asymptomatic Population Open
In this paper, we develop an extension of standard epidemiological models, suitable for COVID-19. This extension incorporates the transmission due to pre-symptomatic or asymptomatic carriers of the virus. Furthermore, this model also captu…
View article: Onset detection: A new approach to QBH system
Onset detection: A new approach to QBH system Open
Query by Humming (QBH) is a system to provide a user with the song(s) which the user hums to the system. Current QBH method requires the extraction of onset and pitch information in order to track similarity with various versions of differ…