Search Results for author: Dinkar Sitaram

Found 3 papers, 0 papers with code

Initial Decoding with Minimally Augmented Language Model for Improved Lattice Rescoring in Low Resource ASR

no code implementations16 Mar 2024 Savitha Murthy, Dinkar Sitaram

Our approach is applicable for training speech recognition systems under low resource conditions where speech data and compute resources are insufficient, while there is a large text corpus that is available in the target language.

Language Modelling speech-recognition +1

A Hierarchical Approach to Conditional Random Fields for System Anomaly Detection

no code implementations26 Oct 2022 Srishti Mishra, Tvarita Jain, Dinkar Sitaram

Furthermore, hierarchical solutions can adapt well to changes at a localized level, learning on new data and changing environments when parts of a system are over-hauled, and translate these learnings to a global view of the system over time.

Anomaly Detection

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