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This paper studies the performance of a speaker verification system as a function of emotions. Instead of categorical classes such as happiness or anger, which ...
Expressive speech introduces variations in the acoustic features affecting the performance of speech technology such as speaker ver- ification systems.
When a speaker utters expressive speech in an emotional situation, there are variations in the waveform, prosody, spectral characteristics, accent, ...
Mar 5, 2017 · This paper studies the performance of a speaker verification system as a function of emotions. Instead of categorical classes such as happiness ...
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2020. A Study of Speaker Verification Performance with Expressive Speech. S Parthasarathy, C Zhang, J H.L. Hansen, C Busso. IEEE International Conference on ...
In this paper, we propose a new method to minimize the mismatch between neutral and affective speech. To this end, a Gaussian mixture model is used.
▫ Expressive speech introduces variations in acoustic features. ▫ Impacts performance of speaker verification systems. ▫ Previous Work. ▫ Drop in ...
Shouted and whispered speech compensation for speaker ...
www.sciencedirect.com › article › abs › pii
Experiments demonstrate that shouted-normal and whispered-normal vocal effort mismatch drastically decreases speaker verification performance.
In this paper, we provide a comparative study of spectral front-end features used as representations for speech signals by processing multitaper magnitude ...
Jan 19, 2024 · Our study reveals a direct and useful link between emotion and state-of-the-art speaker embeddings in the form of intra-speaker clusters.