Essays about: "speech emotion recognition"

Showing result 1 - 5 of 10 essays containing the words speech emotion recognition.

  1. 1. How do voiceprints age?

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Maya Konstantinovna Nachesa; [2023]
    Keywords : Voiceprint; Speaker Emotion Recognition; Age; Speaker Verification;

    Abstract : Voiceprints, like fingerprints, are a biometric. Where fingerprints record a person's unique pattern on their finger, voiceprints record what a person's voice "sounds like", abstracting away from what the person said. They have been used in speaker recognition, including verification and identification. READ MORE

  3. 2. Prosody and emotion: Towards the development of an emotional agent Emotional evaluation of news reports: production and perception experiments

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Liina Tumma; [2022-01-20]
    Keywords : emotion; speech; prosody;

    Abstract : There is a recognised need for more research on the topic of emotion recognition from speech, and clear and defined methodology in this area is still lacking. Most studies in the field of emotional speech recognition and classification usually focus on acted speech as the data source; consequently, other methods that capture more natural speech are left aside. READ MORE

  4. 3. Emotional Prosody in Adverse Acoustic Conditions : Investigating effects of emotional prosody and noise-vocoding on speech perception and emotion recognition

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Cecilia Ivarsson; [2022]
    Keywords : Speech perception; Emotional prosody; Emotion recognition; Noise-vocoding; Working memory capacity;

    Abstract : Speech perception is a fundamental function of successful vocal communication, and through prosody, we can communicate different emotions. The ability to recognize emotions is important in social interaction. Emotional prosody facilitates emotion recognition in vocal communication. READ MORE

  5. 4. Multilingual Speech Emotion Recognition using pretrained models powered by Self-Supervised Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Felix Luthman; [2022]
    Keywords : Speech; Audio; Emotion Recognition; Cross-lingual; Multilingual; Self- Supervised Learning; Wav2vec 2.0; HuBERT; UniSpeech; UniSpeech-SAT; WavLM; Språk; Ljud; Känsloigenkänning; Tvärspråklig; Flerspråkig; Själv-Övervakad Inlärning; Wav2vec 2.0; HuBERT; UniSpeech; UniSpeech-SAT; WavLM;

    Abstract : Society is based on communication, for which speech is the most prevalent medium. In day to day interactions we talk to each other, but it is not only the words spoken that matters, but the emotional delivery as well. Extracting emotion from speech has therefore become a topic of research in the area of speech tasks. READ MORE

  6. 5. Hotspot Detection for Automatic Podcast Trailer Generation

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Winstead Xingran Zhu; [2021]
    Keywords : automatic podcast trailer generation; hotspot detection; speech emotion recognition; text emotion recognition; text arousal detection; pull-quote selection; music detection; laughter detection; affect analysis; affective computing; machine learning; neural network;

    Abstract : With podcasts being a fast growing audio-only form of media, an effective way of promoting different podcast shows becomes more and more vital to all the stakeholders concerned, including the podcast creators, the podcast streaming platforms, and the podcast listeners. This thesis investigates the relatively little studied topic of automatic podcast trailer generation, with the purpose of en- hancing the overall visibility and publicity of different podcast contents and gen- erating more user engagement in podcast listening. READ MORE