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Streaming Bilingual End-to-End ASR model using Attention over Multiple Softmax
Even with several advancements in multilingual modeling, it is challenging to recognize multiple languages using a single neural model, without knowing the input language and most multilingual models assume the availability of the input language.
End-to-End ASR for Code-switched Hindi-English Speech
While the lack of data adversely affects the performance of end-to-end models, we see promising improvements with MTL and balancing the corpus.
Vision and Learning for Deliberative Monocular Cluttered Flight
Cameras provide a rich source of information while being passive, cheap and lightweight for small and medium Unmanned Aerial Vehicles (UAVs).
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