Author

Subhabrata Mukherjee

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Preprint Oct 2026

Pronouncing Hard Words: Phoneme Adaptation of a Pretrained Conversational Text to Speech Model

Voice agents built as cascaded automatic speech recognition (ASR)->large language model (LLM)->text-to-speech (TTS) pipelines increasingly rely on conversational TTS: streaming, context conditioned models that adapt delivery to dialogue history. Such models are natural and expressive but offer little explicit control o...

Yashish M. Siriwardena, Dinesh K. Gnanasekaran, Tanmay Laud et al. · 0 citations

Preprint Aug 2026

What the Reranker Sees: Multi-Aspect Page Annotation for Long-Document Multimodal Question Answering

This work proposes Trident, with two complementary components: Trident-R, a retriever-agnostic LLM reranker that converts each candidate into an LLM-readable semantic record, then performs a single adaptive-K rerank call; and Trident-S, a generation-side module that prompts the VLM under topical, entity, and structural...

Guanchen Wu, Jia-Yuan Ding, Subhabrata Mukherjee et al. · 0 citations