{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/an-interaction-aware-attention-network-for","title":"An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs","arxiv_id":null,"date":"2019-04-17","proceeding":"ICASSP 2019 4","authors":["Sung-Lin Yeh","Yun-Shao Lin","Chi-Chun Lee"],"abstract":"In this work, we propose an interaction-aware attention network (IAAN) that incorporate contextual information in the learned vocal representation through a novel attention mechanism. Our proposed method achieves 66.3% accuracy (7.9% over baseline methods) in four class emotion recognition and is also the current state-of-art recognition rates obtained on the benchmark database IEMOCAP.","url_abs":"https://ieeexplore.ieee.org/document/8683293","url_pdf":"https://30stomercury.github.io/files/AN_INTERACTIO-AWARE_ATTENTION_NETWORK_FOR_SPEECH_EMOTION_RECOGNITION_IN_SPOKEN_DIALOGS.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"an-interaction-aware-attention-network-for","repo_url":"https://github.com/30stomercury/Interaction-aware_Attention_Network","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"tf","reach":null}],"tasks":[{"task_slug":"emotion-recognition","task_name":"Emotion Recognition"},{"task_slug":"speech-emotion-recognition","task_name":"Speech Emotion Recognition"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}