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ISCA; 2025. doi:<a href=\"https://doi.org/10.21437/Interspeech.2025-1443\">10.21437/Interspeech.2025-1443</a>","bibtex":"@inproceedings{Rautenberg_Seebauer_Wiechmann_Kuhlmann_Wagner_Haeb-Umbach_2025, title={Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study with Creaky Voice}, DOI={<a href=\"https://doi.org/10.21437/Interspeech.2025-1443\">10.21437/Interspeech.2025-1443</a>}, booktitle={Interspeech 2025}, publisher={ISCA}, author={Rautenberg, Frederik and Seebauer, Fritz and Wiechmann, Jana and Kuhlmann, Michael and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2025} }","short":"F. Rautenberg, F. Seebauer, J. Wiechmann, M. Kuhlmann, P. Wagner, R. Haeb-Umbach, in: Interspeech 2025, ISCA, 2025.","mla":"Rautenberg, Frederik, et al. “Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study with Creaky Voice.” <i>Interspeech 2025</i>, ISCA, 2025, doi:<a href=\"https://doi.org/10.21437/Interspeech.2025-1443\">10.21437/Interspeech.2025-1443</a>.","apa":"Rautenberg, F., Seebauer, F., Wiechmann, J., Kuhlmann, M., Wagner, P., &#38; Haeb-Umbach, R. (2025). Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study with Creaky Voice. <i>Interspeech 2025</i>. 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Wagner, “Challenges and Limits in Explaining and Acoustic Modeling of Voice Characteristics,” <i>Journal of Voice</i>, 2025, doi: <a href=\"https://doi.org/10.1016/j.jvoice.2025.07.036\">10.1016/j.jvoice.2025.07.036</a>.","chicago":"Wiechmann, Jana, and Petra Wagner. “Challenges and Limits in Explaining and Acoustic Modeling of Voice Characteristics.” <i>Journal of Voice</i>, 2025. <a href=\"https://doi.org/10.1016/j.jvoice.2025.07.036\">https://doi.org/10.1016/j.jvoice.2025.07.036</a>.","ama":"Wiechmann J, Wagner P. Challenges and Limits in Explaining and Acoustic Modeling of Voice Characteristics. <i>Journal of Voice</i>. Published online 2025. doi:<a href=\"https://doi.org/10.1016/j.jvoice.2025.07.036\">10.1016/j.jvoice.2025.07.036</a>","apa":"Wiechmann, J., &#38; Wagner, P. (2025). Challenges and Limits in Explaining and Acoustic Modeling of Voice Characteristics. <i>Journal of Voice</i>. <a href=\"https://doi.org/10.1016/j.jvoice.2025.07.036\">https://doi.org/10.1016/j.jvoice.2025.07.036</a>","mla":"Wiechmann, Jana, and Petra Wagner. “Challenges and Limits in Explaining and Acoustic Modeling of Voice Characteristics.” <i>Journal of Voice</i>, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.jvoice.2025.07.036\">10.1016/j.jvoice.2025.07.036</a>.","bibtex":"@article{Wiechmann_Wagner_2025, title={Challenges and Limits in Explaining and Acoustic Modeling of Voice Characteristics}, DOI={<a href=\"https://doi.org/10.1016/j.jvoice.2025.07.036\">10.1016/j.jvoice.2025.07.036</a>}, journal={Journal of Voice}, publisher={Elsevier BV}, author={Wiechmann, Jana and Wagner, Petra}, year={2025} }","short":"J. Wiechmann, P. Wagner, Journal of Voice (2025)."},"year":"2025","publication_identifier":{"issn":["0892-1997"]},"publication_status":"published","language":[{"iso":"eng"}],"user_id":"93074","_id":"61147","project":[{"_id":"129","name":"TRR 318; TP C06: Technisch unterstütztes Erklären von Stimmcharakteristika"}],"status":"public","publication":"Journal of Voice","type":"journal_article"},{"publication":"ITG Conference on Speech Communication","abstract":[{"lang":"eng","text":"Unsupervised speech disentanglement aims at separating fast varying from\r\nslowly varying components of a speech signal. In this contribution, we take a\r\ncloser look at the embedding vector representing the slowly varying signal\r\ncomponents, commonly named the speaker embedding vector. We ask, which\r\nproperties of a speaker's voice are captured and investigate to which extent do\r\nindividual embedding vector components sign responsible for them, using the\r\nconcept of Shapley values. Our findings show that certain speaker-specific\r\nacoustic-phonetic properties can be fairly well predicted from the speaker\r\nembedding, while the investigated more abstract voice quality features cannot."}],"file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_id":"48359","access_level":"closed","file_name":"arxiv.pdf","file_size":272390,"date_created":"2023-10-20T08:20:58Z","creator":"frra","date_updated":"2023-10-20T08:20:58Z"}],"external_id":{"arxiv":["2310.12599"]},"ddc":["000"],"language":[{"iso":"eng"}],"year":"2023","date_created":"2023-10-20T08:04:46Z","title":"On Feature Importance and Interpretability of Speaker Representations","type":"conference","status":"public","project":[{"grant_number":"438445824","name":"TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika (Teilprojekt C06)","_id":"129"}],"_id":"48355","user_id":"72602","department":[{"_id":"54"},{"_id":"660"}],"file_date_updated":"2023-10-20T08:20:58Z","has_accepted_license":"1","citation":{"apa":"Rautenberg, F., Kuhlmann, M., Wiechmann, J., Seebauer, F., Wagner, P., &#38; Haeb-Umbach, R. 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Phonetik Und Phonologie Im Deutschsprachigen Raum (P&#38;P), 2022.","bibtex":"@inproceedings{Wiechmann_Glarner_Rautenberg_Wagner_Haeb-Umbach_2022, title={Technically enabled explaining of voice characteristics}, booktitle={18. Phonetik und Phonologie im deutschsprachigen Raum (P&#38;P)}, author={Wiechmann, Jana and Glarner, Thomas and Rautenberg, Frederik and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2022} }","chicago":"Wiechmann, Jana, Thomas Glarner, Frederik Rautenberg, Petra Wagner, and Reinhold Haeb-Umbach. “Technically Enabled Explaining of Voice Characteristics.” In <i>18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&#38;P)</i>, 2022.","ieee":"J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Technically enabled explaining of voice characteristics,” Bielefeld, 2022.","ama":"Wiechmann J, Glarner T, Rautenberg F, Wagner P, Haeb-Umbach R. Technically enabled explaining of voice characteristics. In: <i>18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&#38;P)</i>. ; 2022."},"year":"2022","has_accepted_license":"1","conference":{"location":"Bielefeld","end_date":"2022-10-07","start_date":"2022-10-06"},"title":"Technically enabled explaining of voice characteristics","author":[{"first_name":"Jana","last_name":"Wiechmann","full_name":"Wiechmann, Jana"},{"last_name":"Glarner","full_name":"Glarner, Thomas","first_name":"Thomas"},{"first_name":"Frederik","id":"72602","full_name":"Rautenberg, Frederik","last_name":"Rautenberg"},{"full_name":"Wagner, Petra","last_name":"Wagner","first_name":"Petra"},{"full_name":"Haeb-Umbach, Reinhold","id":"242","last_name":"Haeb-Umbach","first_name":"Reinhold"}],"date_created":"2022-10-12T07:10:03Z","oa":"1","date_updated":"2023-11-22T13:45:30Z"}]