16 min
Voice Emotion Analytics - Florian Eyben, audEERING - Voice Tech Podcast ep.014 Voice Tech Podcast
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- Technology
Florian Eyben is the CTO of audEERING, an audio analysis company that specialises in emotional artificial intelligence. Florian is a leading expert in voice emotion analytics, machine learning and signal processing, and our conversation is a great introduction to harnessing emotion in the voice. We discuss many of the incredible applications of voice emotion analytics, and dive into some projects carried out by audEERING for major brands in market research, call centers, social robotics, health and many more.
In the second half of the episode we explore openSMILE, audEERING's open source research toolkit for audio feature extraction. It is currently the state-of-the-art in affective computing for audio, and is the most widely-used tool for emotion recognition tasks in research and industry.
We also discuss the GeMAPS standard acoustic parameter recommendation, emotional dimensions such as valence and arousal, what data to use when developing emotion detection algorithms, and the future of multimodal emotion-enabled interfaces. It's an emotion-filled episode that you won't want to miss!
This is a time-limited preview. To hear the full episode, and access the full catalogue of episodes and bonus content, become a Voice Tech Pro https://voicetechpodcast.com/pro
Links from the show:
Full show notes: https://voicetechpodcast.com Alexa skill building guide: https://voicetechpodcast.com/skillguideaudEERING site: https://www.audeering.com audEERING on Facebook: http://bit.ly/aud-facebook audEERING on Twitter: @audEERING audEERING on Instagram: audEERING audEERING on LinkedIn: http://bit.ly/aud-linkedin openSMILE: https://opensmile.audeering.com GeMAPS: https://ieeexplore.ieee.org/document/7160715Florian Eyben Google Scholar: http://bit.ly/florian-eyben-scholar ICASSP 2019: https://2019.ieeeicassp.org/VoiceBot podcast: http://voicebot.aiSubscribe to get future episodes:
Apple iTunes: https://apple.co/2LqW4olGoogle Podcasts: http://bit.ly/voicetechpodcast-google Stitcher: http://bit.ly/voicetechpodcast-stitcher Spotify: https://spoti.fi/2IZr5hm Alexa: http://bit.ly/voicetechpodcast-alexa Website: http://bit.ly/voicetechpodcast Join the discussion:
Newsletter: http://bit.ly/voicetechpodcast-newsletter Reddit: http://bit.ly/voicetechpodcast-reddit Facebook group: http://bit.ly/voicetechpodcast-facebook-groupFacebook page: http://bit.ly/voicetechpodcast-facebook-pageFollow on Twitter: http://bit.ly/voicetechpodcast-twitterBecome a patron at: Support the Show.
Florian Eyben is the CTO of audEERING, an audio analysis company that specialises in emotional artificial intelligence. Florian is a leading expert in voice emotion analytics, machine learning and signal processing, and our conversation is a great introduction to harnessing emotion in the voice. We discuss many of the incredible applications of voice emotion analytics, and dive into some projects carried out by audEERING for major brands in market research, call centers, social robotics, health and many more.
In the second half of the episode we explore openSMILE, audEERING's open source research toolkit for audio feature extraction. It is currently the state-of-the-art in affective computing for audio, and is the most widely-used tool for emotion recognition tasks in research and industry.
We also discuss the GeMAPS standard acoustic parameter recommendation, emotional dimensions such as valence and arousal, what data to use when developing emotion detection algorithms, and the future of multimodal emotion-enabled interfaces. It's an emotion-filled episode that you won't want to miss!
This is a time-limited preview. To hear the full episode, and access the full catalogue of episodes and bonus content, become a Voice Tech Pro https://voicetechpodcast.com/pro
Links from the show:
Full show notes: https://voicetechpodcast.com Alexa skill building guide: https://voicetechpodcast.com/skillguideaudEERING site: https://www.audeering.com audEERING on Facebook: http://bit.ly/aud-facebook audEERING on Twitter: @audEERING audEERING on Instagram: audEERING audEERING on LinkedIn: http://bit.ly/aud-linkedin openSMILE: https://opensmile.audeering.com GeMAPS: https://ieeexplore.ieee.org/document/7160715Florian Eyben Google Scholar: http://bit.ly/florian-eyben-scholar ICASSP 2019: https://2019.ieeeicassp.org/VoiceBot podcast: http://voicebot.aiSubscribe to get future episodes:
Apple iTunes: https://apple.co/2LqW4olGoogle Podcasts: http://bit.ly/voicetechpodcast-google Stitcher: http://bit.ly/voicetechpodcast-stitcher Spotify: https://spoti.fi/2IZr5hm Alexa: http://bit.ly/voicetechpodcast-alexa Website: http://bit.ly/voicetechpodcast Join the discussion:
Newsletter: http://bit.ly/voicetechpodcast-newsletter Reddit: http://bit.ly/voicetechpodcast-reddit Facebook group: http://bit.ly/voicetechpodcast-facebook-groupFacebook page: http://bit.ly/voicetechpodcast-facebook-pageFollow on Twitter: http://bit.ly/voicetechpodcast-twitterBecome a patron at: Support the Show.
16 min