5 papers · 1 filter
DENOASR: Debiasing ASRs through Selective Denoising
Anand Kumar Rai, Siddharth D Jaiswal, Shubham Prakash +2
Automatic Speech Recognition (ASR) systems have been examined and shown to exhibit biases toward particular groups of individuals, influenced by factors such as demographic traits,…
Sponsored is the New Organic: Implications of Sponsored Results on Quality of Search Results in the Amazon Marketplace
Abhisek Dash, Saptarshi Ghosh, Animesh Mukherjee +2
Interleaving sponsored results (advertisements) amongst organic results on search engine result pages (SERP) has become a common practice across multiple digital platforms. Adverti…
Breaking the Global North Stereotype: A Global South-centric Benchmark Dataset for Auditing and Mitigating Biases in Facial Recognition Systems
Siddharth D Jaiswal, Animesh Ganai, Abhisek Dash +2
Facial Recognition Systems (FRSs) are being developed and deployed globally at unprecedented rates. Most platforms are designed in a limited set of countries but deployed in worldw…
Auditing the Grid-Based Placement of Private Label Products on E-commerce Search Result Pages
Siddharth D Jaiswal, Abhisek Dash, Nitika Shroff +3
E-commerce platforms support the needs and livelihoods of their two most important stakeholders -- customers and producers/sellers. Multiple algorithmic systems, like ``search'' sy…
Mask-up: Investigating Biases in Face Re-identification for Masked Faces
Siddharth D Jaiswal, Ankit Kr. Verma, Animesh Mukherjee
AI based Face Recognition Systems (FRSs) are now widely distributed and deployed as MLaaS solutions all over the world, moreso since the COVID-19 pandemic for tasks ranging from va…