5 papers · 1 filter
ORI: O Routing Intelligence
Ahmad Shadid, Rahul Kumar, Mohit Mayank
Single large language models (LLMs) often fall short when faced with the ever-growing range of tasks, making a single-model approach insufficient. We address this challenge by prop…
Preset-Voice Matching for Privacy Regulated Speech-to-Speech Translation Systems
Daniel Platnick, Bishoy Abdelnour, Eamon Earl +4
In recent years, there has been increased demand for speech-to-speech translation (S2ST) systems in industry settings. Although successfully commercialized, cloning-based S2ST syst…
Krutrim LLM: A Novel Tokenization Strategy for Multilingual Indic Languages with Petabyte-Scale Data Processing
Rahul Kumar, Shubham Kakde, Divyansh Rajput +6
We present a novel approach to data preparation for developing multilingual Indic large language model. Our meticulous data acquisition spans open-source and proprietary sources, i…
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain
Rahul Kumar, Amar Raja Dibbu, Shrutendra Harsola +2
Several large-scale datasets (e.g., WikiSQL, Spider) for developing natural language interfaces to databases have recently been proposed. These datasets cover a wide breadth of dom…
Generative AI-Based Text Generation Methods Using Pre-Trained GPT-2 Model
Rohit Pandey, Hetvi Waghela, Sneha Rakshit +5
This work delved into the realm of automatic text generation, exploring a variety of techniques ranging from traditional deterministic approaches to more modern stochastic methods.…