Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Translation, Sentiment and Voices: A Computational Model to Translate
  and Analyse Voices from Real-Time Video Calling   With internet quickly becoming an easy access to many, voice calling over
internet is slowly gaining momentum. Individuals has been engaging in video
communication across the world in different languages. The decade saw the
emergence of language translation using neural networks as well. With more data
being generated in audio and visual forms, there has become a need and a
challenge to analyse such information for many researchers from academia and
industry. The availability of video chat corpora is limited as organizations
protect user privacy and ensure data security. For this reason, an audio-visual
communication system (VidALL) has been developed and audio-speeches were
extracted. To understand human nature while answering a video call, an analysis
was conducted where polarity and vocal intensity were considered as parameters.
Simultaneously, a translation model using a neural approach was developed to
translate English sentences to French. Simple RNN-based and Embedded-RNN based
models were used for the translation model. BLEU score and target sentence
comparators were used to check sentence correctness. Embedded-RNN showed an
accuracy of 88.71 percentage and predicted correct sentences. A key finding
suggest that polarity is a good estimator to understand human emotion.

17
The categories of this paper are: q-fin
25
The categories of this paper are: patt-sol
16
The categories of this paper are: stat
19
The categories of this paper are: eess
32
The categories of this paper are: atom-ph
34
The categories of this paper are: chem-ph
8
The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
13
The categories of this paper are: quant-ph
26
The categories of this paper are: bayes-an
7
The categories of this paper are: hep-th
11
The categories of this paper are: hep-lat
30
The categories of this paper are: q-alg
29
The categories of this paper are: funct-an
15
The categories of this paper are: nucl-ex
33
The categories of this paper are: plasm-ph