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Shashank Kalmane

2 accepted papers

2021

Domain-Aware Neural Language Models for Speech Recognition

Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov +2
ICASSP 2021accepted

As voice assistants become more ubiquitous, they are increasingly expected to support and perform well on a wide variety of use-cases across different domains. We present a domain-aware rescoring framework suitable for achieving domain-adaptation during second-pass rescoring in production settings.…

Cited by 21Source ↗Scholar ↗
2021

Personalization Strategies for End-to-End Speech Recognition Systems

Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang +6
ICASSP 2021accepted

The recognition of personalized content, such as contact names, remains a challenging problem for end-to-end speech recognition systems. In this work, we demonstrate how first- and second-pass rescoring strategies can be leveraged together to improve the recognition of such words. Following previous…

Cited by 0Source ↗Scholar ↗