Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Mere account mein kitna balance hai? -- On building voice enabled
  Banking Services for Multilingual Communities   Tremendous progress in speech and language processing has brought language
technologies closer to daily human life. Voice technology has the potential to
act as a horizontal enabling layer across all aspects of digitization. It is
especially beneficial to rural communities in scenarios like a pandemic. In
this work we present our initial exploratory work towards one such direction --
building voice enabled banking services for multilingual societies. Speech
interaction for typical banking transactions in multilingual communities
involves the presence of filled pauses and is characterized by Code Mixing.
Code Mixing is a phenomenon where lexical items from one language are embedded
in the utterance of another. Therefore speech systems deployed for banking
applications should be able to process such content. In our work we investigate
various training strategies for building speech based intent recognition
systems. We present our results using a Naive Bayes classifier on approximate
acoustic phone units using the Allosaurus library.

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The categories of this paper are: chem-ph
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The categories of this paper are: adap-org
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The categories of this paper are: physics
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The categories of this paper are: math-ph
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The categories of this paper are: q-alg
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The categories of this paper are: solv-int
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The categories of this paper are: astro-ph
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The categories of this paper are: comp-gas
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The categories of this paper are: gr-qc
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The categories of this paper are: funct-an
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The categories of this paper are: nlin
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The categories of this paper are: math
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The categories of this paper are: atom-ph
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The categories of this paper are: alg-geom
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The categories of this paper are: plasm-ph
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The categories of this paper are: chao-dyn