{"id":697,"date":"2022-10-21T09:30:21","date_gmt":"2022-10-21T09:30:21","guid":{"rendered":"https:\/\/catedramasmovil.uc3m.es\/2022\/10\/21\/tfg-audio-mood-detection-for-spanish-by-means-of-ai\/"},"modified":"2022-11-02T12:30:20","modified_gmt":"2022-11-02T12:30:20","slug":"tfg-audio-mood-detection-for-spanish-by-means-of-ai","status":"publish","type":"post","link":"https:\/\/catedramasmovil.uc3m.es\/en\/2022\/10\/21\/tfg-audio-mood-detection-for-spanish-by-means-of-ai\/","title":{"rendered":"Audio mood detection for Spanish by means of AI"},"content":{"rendered":"

[et_pb_section fb_built=”1″ _builder_version=”4.17.0″ custom_padding=”0px||||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row _builder_version=”4.17.0″ _module_preset=”default” custom_padding=”0px||||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.17.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_gallery gallery_ids=”194,192,190″ fullwidth=”on” _builder_version=”4.17.0″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″][\/et_pb_gallery][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n

Objective<\/h2>\n

In this project, a combined audio and text model is developed to predict the sentiment of the incoming speech.<\/p>\n

The purpose of the project is focused on implementing the model in the IVR automatic response device of the M\u00e1sM\u00f3vil Call Centre.<\/p>\n

The innovation in it is present by coupling both models to extrapolate the sentiment of the words, reinforcing the prediction.<\/p>\n

For the deployment of the final prototype a Bot has been developed in Telegram available for testing.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.18.0″ _module_preset=”default” custom_margin=”20px||||false|false” custom_padding=”0px||||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row column_structure=”1_2,1_2″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”1_2″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_image src=”https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/70\/2022\/05\/02160604\/JavierMoncada-scaled.jpg” title_text=”JavierMoncada” _builder_version=”4.18.0″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n

FINAL DEGREE PROJECT OF:<\/strong><\/span><\/p>\n

JAVIER MONCADA GUTI\u00c9RREZ<\/strong><\/span><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n

Degree<\/strong><\/p>\n

Double Degree in Computer Engineering and Business Administration and Management.<\/p>\n


Work Experience
<\/strong><\/p>\n

Data Scientist at Grupo M\u00e1sM\u00f3vil.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

[et_pb_section fb_built=”1″ _builder_version=”4.17.0″ custom_padding=”0px||||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row _builder_version=”4.17.0″ _module_preset=”default” custom_padding=”0px||||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.17.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_gallery gallery_ids=”194,192,190″ fullwidth=”on” _builder_version=”4.17.0″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″][\/et_pb_gallery][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”] Objective In this project, a combined audio and text model is developed to predict the […]<\/p>\n","protected":false},"author":174,"featured_media":624,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[43,5],"tags":[],"class_list":["post-697","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects-2021-2022-en","category-proyectos-2021-2022"],"_links":{"self":[{"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/posts\/697","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/users\/174"}],"replies":[{"embeddable":true,"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/comments?post=697"}],"version-history":[{"count":6,"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/posts\/697\/revisions"}],"predecessor-version":[{"id":818,"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/posts\/697\/revisions\/818"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/media\/624"}],"wp:attachment":[{"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/media?parent=697"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/categories?post=697"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/catedramasmovil.uc3m.es\/en\/wp-json\/wp\/v2\/tags?post=697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}