20 citations · 22 across the 7 of their papers we have counts for
7 papers
Eyes on the Road: A Naturalistic Comparison of MTW Rider Gaze in Urban Indian Traffic
Prerak Srivastava, Bhaiya Vaibhaw Kumar, Kavita Vemuri
Motorized two-wheelers (MTW) dominate Indian roads but remain underrepresented in driver behavior research. This study presents the first large-scale analysis of MTW driver gaze be…
A Word is Worth 4-bit: Efficient Log Parsing with Binary Coded Decimal Recognition
Prerak Srivastava, Giulio Corallo, Sergey Rybalko
System-generated logs are typically converted into categorical log templates through parsing. These templates are crucial for generating actionable insights in various downstream t…
How to (virtually) train your speaker localizer
Prerak Srivastava, Antoine Deleforge, Archontis Politis +1
Learning-based methods have become ubiquitous in speaker localization. Existing systems rely on simulated training sets for the lack of sufficiently large, diverse and annotated re…
Realistic sources, receivers and walls improve the generalisability of virtually-supervised blind acoustic parameter estimators
Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent
Blind acoustic parameter estimation consists in inferring the acoustic properties of an environment from recordings of unknown sound sources. Recent works in this area have utilize…
Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings
Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent
Knowing the geometrical and acoustical parameters of a room may benefit applications such as audio augmented reality, speech dereverberation or audio forensics. In this paper, we s…
SALADnet: Self-Attentive multisource Localization in the Ambisonics Domain
Pierre-Amaury Grumiaux, Srdan Kitic, Prerak Srivastava +2
In this work, we propose a novel self-attention based neural network for robust multi-speaker localization from Ambisonics recordings. Starting from a state-of-the-art convolutiona…
A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection
Archontis Politis, Sharath Adavanne, Daniel Krause +3
This report presents the dataset and baseline of Task 3 of the DCASE2021 Challenge on Sound Event Localization and Detection (SELD). The dataset is based on emulation of real recor…