---
_id: '59999'
author:
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Michael
  full_name: Kuhlmann, Michael
  id: '49871'
  last_name: Kuhlmann
- first_name: Fritz
  full_name: Seebauer, Fritz
  last_name: Seebauer
- first_name: Jana
  full_name: Wiechmann, Jana
  last_name: Wiechmann
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Rautenberg F, Kuhlmann M, Seebauer F, Wiechmann J, Wagner P, Haeb-Umbach R.
    Speech Synthesis along Perceptual Voice Quality Dimensions. In: <i>ICASSP 2025
    - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing
    (ICASSP)</i>. IEEE; 2025. doi:<a href="https://doi.org/10.1109/icassp49660.2025.10888012">10.1109/icassp49660.2025.10888012</a>'
  apa: Rautenberg, F., Kuhlmann, M., Seebauer, F., Wiechmann, J., Wagner, P., &#38;
    Haeb-Umbach, R. (2025). Speech Synthesis along Perceptual Voice Quality Dimensions.
    <i>ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal
    Processing (ICASSP)</i>. IEEE International Conference on Acoustics, Speech and
    Signal Processing (ICASSP), Hyderabad, India . <a href="https://doi.org/10.1109/icassp49660.2025.10888012">https://doi.org/10.1109/icassp49660.2025.10888012</a>
  bibtex: '@inproceedings{Rautenberg_Kuhlmann_Seebauer_Wiechmann_Wagner_Haeb-Umbach_2025,
    title={Speech Synthesis along Perceptual Voice Quality Dimensions}, DOI={<a href="https://doi.org/10.1109/icassp49660.2025.10888012">10.1109/icassp49660.2025.10888012</a>},
    booktitle={ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech
    and Signal Processing (ICASSP)}, publisher={IEEE}, author={Rautenberg, Frederik
    and Kuhlmann, Michael and Seebauer, Fritz and Wiechmann, Jana and Wagner, Petra
    and Haeb-Umbach, Reinhold}, year={2025} }'
  chicago: Rautenberg, Frederik, Michael Kuhlmann, Fritz Seebauer, Jana Wiechmann,
    Petra Wagner, and Reinhold Haeb-Umbach. “Speech Synthesis along Perceptual Voice
    Quality Dimensions.” In <i>ICASSP 2025 - 2025 IEEE International Conference on
    Acoustics, Speech and Signal Processing (ICASSP)</i>. IEEE, 2025. <a href="https://doi.org/10.1109/icassp49660.2025.10888012">https://doi.org/10.1109/icassp49660.2025.10888012</a>.
  ieee: 'F. Rautenberg, M. Kuhlmann, F. Seebauer, J. Wiechmann, P. Wagner, and R.
    Haeb-Umbach, “Speech Synthesis along Perceptual Voice Quality Dimensions,” presented
    at the IEEE International Conference on Acoustics, Speech and Signal Processing
    (ICASSP), Hyderabad, India , 2025, doi: <a href="https://doi.org/10.1109/icassp49660.2025.10888012">10.1109/icassp49660.2025.10888012</a>.'
  mla: Rautenberg, Frederik, et al. “Speech Synthesis along Perceptual Voice Quality
    Dimensions.” <i>ICASSP 2025 - 2025 IEEE International Conference on Acoustics,
    Speech and Signal Processing (ICASSP)</i>, IEEE, 2025, doi:<a href="https://doi.org/10.1109/icassp49660.2025.10888012">10.1109/icassp49660.2025.10888012</a>.
  short: 'F. Rautenberg, M. Kuhlmann, F. Seebauer, J. Wiechmann, P. Wagner, R. Haeb-Umbach,
    in: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and
    Signal Processing (ICASSP), IEEE, 2025.'
conference:
  end_date: 2025-04-11
  location: 'Hyderabad, India '
  name: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  start_date: 2025-04-06
date_created: 2025-05-20T08:17:22Z
date_updated: 2025-05-26T11:09:56Z
department:
- _id: '54'
- _id: '660'
doi: 10.1109/icassp49660.2025.10888012
language:
- iso: eng
project:
- _id: '129'
  grant_number: '438445824'
  name: 'TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika
    (Teilprojekt C06)'
publication: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech
  and Signal Processing (ICASSP)
publication_status: published
publisher: IEEE
status: public
title: Speech Synthesis along Perceptual Voice Quality Dimensions
type: conference
user_id: '72602'
year: '2025'
...
---
_id: '61047'
author:
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Fritz
  full_name: Seebauer, Fritz
  last_name: Seebauer
- first_name: Jana
  full_name: Wiechmann, Jana
  last_name: Wiechmann
- first_name: Michael
  full_name: Kuhlmann, Michael
  id: '49871'
  last_name: Kuhlmann
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Rautenberg F, Seebauer F, Wiechmann J, Kuhlmann M, Wagner P, Haeb-Umbach R.
    Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study with
    Creaky Voice. In: <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>. Interspeech, Rotterdam.
    <a href="https://doi.org/10.21437/Interspeech.2025-1443">https://doi.org/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} }'
  chicago: Rautenberg, Frederik, Fritz Seebauer, Jana Wiechmann, Michael Kuhlmann,
    Petra Wagner, and Reinhold Haeb-Umbach. “Synthesizing Speech with Selected Perceptual
    Voice Qualities – A Case Study with Creaky Voice.” In <i>Interspeech 2025</i>.
    ISCA, 2025. <a href="https://doi.org/10.21437/Interspeech.2025-1443">https://doi.org/10.21437/Interspeech.2025-1443</a>.
  ieee: 'F. Rautenberg, F. Seebauer, J. Wiechmann, M. Kuhlmann, P. Wagner, and R.
    Haeb-Umbach, “Synthesizing Speech with Selected Perceptual Voice Qualities – A
    Case Study with Creaky Voice,” presented at the Interspeech, Rotterdam, 2025,
    doi: <a href="https://doi.org/10.21437/Interspeech.2025-1443">10.21437/Interspeech.2025-1443</a>.'
  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>.
  short: 'F. Rautenberg, F. Seebauer, J. Wiechmann, M. Kuhlmann, P. Wagner, R. Haeb-Umbach,
    in: Interspeech 2025, ISCA, 2025.'
conference:
  end_date: 2025-08-21
  location: Rotterdam
  name: Interspeech
  start_date: 2025-08-17
date_created: 2025-08-28T08:39:01Z
date_updated: 2025-08-28T08:56:49Z
department:
- _id: '54'
- _id: '660'
doi: 10.21437/Interspeech.2025-1443
language:
- iso: eng
project:
- _id: '129'
  name: 'TRR 318; TP C06: Technisch unterstütztes Erklären von Stimmcharakteristika'
publication: Interspeech 2025
publisher: ISCA
status: public
title: Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study
  with Creaky Voice
type: conference
user_id: '72602'
year: '2025'
...
---
_id: '57099'
author:
- first_name: Yuying
  full_name: Xie, Yuying
  last_name: Xie
- first_name: Michael
  full_name: Kuhlmann, Michael
  id: '49871'
  last_name: Kuhlmann
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Zheng-Hua
  full_name: Tan, Zheng-Hua
  last_name: Tan
- first_name: Reinhold
  full_name: Häb-Umbach, Reinhold
  id: '242'
  last_name: Häb-Umbach
citation:
  ama: 'Xie Y, Kuhlmann M, Rautenberg F, Tan Z-H, Häb-Umbach R. Speaker and Style
    Disentanglement of Speech Based on Contrastive Predictive Coding Supported Factorized
    Variational Autoencoder. In: <i>2024 32nd European Signal Processing Conference
    (EUSIPCO)</i>. ; 2024:436–440.'
  apa: Xie, Y., Kuhlmann, M., Rautenberg, F., Tan, Z.-H., &#38; Häb-Umbach, R. (2024).
    Speaker and Style Disentanglement of Speech Based on Contrastive Predictive Coding
    Supported Factorized Variational Autoencoder. <i>2024 32nd European Signal Processing
    Conference (EUSIPCO)</i>, 436–440.
  bibtex: '@inproceedings{Xie_Kuhlmann_Rautenberg_Tan_Häb-Umbach_2024, title={Speaker
    and Style Disentanglement of Speech Based on Contrastive Predictive Coding Supported
    Factorized Variational Autoencoder}, booktitle={2024 32nd European Signal Processing
    Conference (EUSIPCO)}, author={Xie, Yuying and Kuhlmann, Michael and Rautenberg,
    Frederik and Tan, Zheng-Hua and Häb-Umbach, Reinhold}, year={2024}, pages={436–440}
    }'
  chicago: Xie, Yuying, Michael Kuhlmann, Frederik Rautenberg, Zheng-Hua Tan, and
    Reinhold Häb-Umbach. “Speaker and Style Disentanglement of Speech Based on Contrastive
    Predictive Coding Supported Factorized Variational Autoencoder.” In <i>2024 32nd
    European Signal Processing Conference (EUSIPCO)</i>, 436–440, 2024.
  ieee: Y. Xie, M. Kuhlmann, F. Rautenberg, Z.-H. Tan, and R. Häb-Umbach, “Speaker
    and Style Disentanglement of Speech Based on Contrastive Predictive Coding Supported
    Factorized Variational Autoencoder,” in <i>2024 32nd European Signal Processing
    Conference (EUSIPCO)</i>, 2024, pp. 436–440.
  mla: Xie, Yuying, et al. “Speaker and Style Disentanglement of Speech Based on Contrastive
    Predictive Coding Supported Factorized Variational Autoencoder.” <i>2024 32nd
    European Signal Processing Conference (EUSIPCO)</i>, 2024, pp. 436–440.
  short: 'Y. Xie, M. Kuhlmann, F. Rautenberg, Z.-H. Tan, R. Häb-Umbach, in: 2024 32nd
    European Signal Processing Conference (EUSIPCO), 2024, pp. 436–440.'
date_created: 2024-11-15T06:52:54Z
date_updated: 2024-11-15T06:54:40Z
department:
- _id: '54'
language:
- iso: eng
page: 436–440
publication: 2024 32nd European Signal Processing Conference (EUSIPCO)
status: public
title: Speaker and Style Disentanglement of Speech Based on Contrastive Predictive
  Coding Supported Factorized Variational Autoencoder
type: conference
user_id: '49871'
year: '2024'
...
---
_id: '48355'
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."
author:
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Michael
  full_name: Kuhlmann, Michael
  id: '49871'
  last_name: Kuhlmann
- first_name: Jana
  full_name: Wiechmann, Jana
  last_name: Wiechmann
- first_name: Fritz
  full_name: Seebauer, Fritz
  last_name: Seebauer
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Rautenberg F, Kuhlmann M, Wiechmann J, Seebauer F, Wagner P, Haeb-Umbach R.
    On Feature Importance and Interpretability of Speaker Representations. In: <i>ITG
    Conference on Speech Communication</i>. ; 2023.'
  apa: Rautenberg, F., Kuhlmann, M., Wiechmann, J., Seebauer, F., Wagner, P., &#38;
    Haeb-Umbach, R. (2023). On Feature Importance and Interpretability of Speaker
    Representations. <i>ITG Conference on Speech Communication</i>. ITG Conference
    on Speech Communication, Aachen.
  bibtex: '@inproceedings{Rautenberg_Kuhlmann_Wiechmann_Seebauer_Wagner_Haeb-Umbach_2023,
    title={On Feature Importance and Interpretability of Speaker Representations},
    booktitle={ITG Conference on Speech Communication}, author={Rautenberg, Frederik
    and Kuhlmann, Michael and Wiechmann, Jana and Seebauer, Fritz and Wagner, Petra
    and Haeb-Umbach, Reinhold}, year={2023} }'
  chicago: Rautenberg, Frederik, Michael Kuhlmann, Jana Wiechmann, Fritz Seebauer,
    Petra Wagner, and Reinhold Haeb-Umbach. “On Feature Importance and Interpretability
    of Speaker Representations.” In <i>ITG Conference on Speech Communication</i>,
    2023.
  ieee: F. Rautenberg, M. Kuhlmann, J. Wiechmann, F. Seebauer, P. Wagner, and R. Haeb-Umbach,
    “On Feature Importance and Interpretability of Speaker Representations,” presented
    at the ITG Conference on Speech Communication, Aachen, 2023.
  mla: Rautenberg, Frederik, et al. “On Feature Importance and Interpretability of
    Speaker Representations.” <i>ITG Conference on Speech Communication</i>, 2023.
  short: 'F. Rautenberg, M. Kuhlmann, J. Wiechmann, F. Seebauer, P. Wagner, R. Haeb-Umbach,
    in: ITG Conference on Speech Communication, 2023.'
conference:
  end_date: 2023-09-22
  location: Aachen
  name: ITG Conference on Speech Communication
  start_date: 2023-09-20
date_created: 2023-10-20T08:04:46Z
date_updated: 2023-11-22T13:44:33Z
ddc:
- '000'
department:
- _id: '54'
- _id: '660'
external_id:
  arxiv:
  - '2310.12599'
file:
- access_level: closed
  content_type: application/pdf
  creator: frra
  date_created: 2023-10-20T08:20:58Z
  date_updated: 2023-10-20T08:20:58Z
  file_id: '48359'
  file_name: arxiv.pdf
  file_size: 272390
  relation: main_file
  success: 1
file_date_updated: 2023-10-20T08:20:58Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2310.12599
oa: '1'
project:
- _id: '129'
  grant_number: '438445824'
  name: 'TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika
    (Teilprojekt C06)'
publication: ITG Conference on Speech Communication
status: public
title: On Feature Importance and Interpretability of Speaker Representations
type: conference
user_id: '72602'
year: '2023'
...
---
_id: '48410'
author:
- first_name: Jana
  full_name: Wiechmann, Jana
  last_name: Wiechmann
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Wiechmann J, Rautenberg F, Wagner P, Haeb-Umbach R. Explaining voice characteristics
    to novice voice practitioners-How successful is it? In: <i>20th International
    Congress of the Phonetic Sciences (ICPhS) </i>. ; 2023.'
  apa: Wiechmann, J., Rautenberg, F., Wagner, P., &#38; Haeb-Umbach, R. (2023). Explaining
    voice characteristics to novice voice practitioners-How successful is it? <i>20th
    International Congress of the Phonetic Sciences (ICPhS) </i>.
  bibtex: '@inproceedings{Wiechmann_Rautenberg_Wagner_Haeb-Umbach_2023, title={Explaining
    voice characteristics to novice voice practitioners-How successful is it?}, booktitle={20th
    International Congress of the Phonetic Sciences (ICPhS) }, author={Wiechmann,
    Jana and Rautenberg, Frederik and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2023}
    }'
  chicago: Wiechmann, Jana, Frederik Rautenberg, Petra Wagner, and Reinhold Haeb-Umbach.
    “Explaining Voice Characteristics to Novice Voice Practitioners-How Successful
    Is It?” In <i>20th International Congress of the Phonetic Sciences (ICPhS) </i>,
    2023.
  ieee: J. Wiechmann, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Explaining voice
    characteristics to novice voice practitioners-How successful is it?,” 2023.
  mla: Wiechmann, Jana, et al. “Explaining Voice Characteristics to Novice Voice Practitioners-How
    Successful Is It?” <i>20th International Congress of the Phonetic Sciences (ICPhS)
    </i>, 2023.
  short: 'J. Wiechmann, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 20th International
    Congress of the Phonetic Sciences (ICPhS) , 2023.'
conference:
  end_date: 2023-08-11
  start_date: 2023-08-07
date_created: 2023-10-24T08:05:40Z
date_updated: 2023-11-22T13:44:59Z
ddc:
- '040'
department:
- _id: '54'
- _id: '660'
file:
- access_level: closed
  content_type: application/pdf
  creator: frra
  date_created: 2023-10-24T08:03:27Z
  date_updated: 2023-10-24T08:03:27Z
  file_id: '48413'
  file_name: 188.pdf
  file_size: 209980
  relation: main_file
  success: 1
file_date_updated: 2023-10-24T08:03:27Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '129'
  grant_number: '438445824'
  name: 'TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika
    (Teilprojekt C06)'
publication: '20th International Congress of the Phonetic Sciences (ICPhS) '
status: public
title: Explaining voice characteristics to novice voice practitioners-How successful
  is it?
type: conference
user_id: '72602'
year: '2023'
...
---
_id: '44849'
author:
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Michael
  full_name: Kuhlmann, Michael
  id: '49871'
  last_name: Kuhlmann
- first_name: Janek
  full_name: Ebbers, Janek
  id: '34851'
  last_name: Ebbers
- first_name: Jana
  full_name: Wiechmann, Jana
  last_name: Wiechmann
- first_name: Fritz
  full_name: Seebauer, Fritz
  last_name: Seebauer
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Rautenberg F, Kuhlmann M, Ebbers J, et al. Speech Disentanglement for Analysis
    and Modification of Acoustic and Perceptual Speaker Characteristics. In: <i>Fortschritte
    Der Akustik - DAGA 2023</i>. ; 2023:1409-1412.'
  apa: Rautenberg, F., Kuhlmann, M., Ebbers, J., Wiechmann, J., Seebauer, F., Wagner,
    P., &#38; Haeb-Umbach, R. (2023). Speech Disentanglement for Analysis and Modification
    of Acoustic and Perceptual Speaker Characteristics. <i>Fortschritte Der Akustik
    - DAGA 2023</i>, 1409–1412.
  bibtex: '@inproceedings{Rautenberg_Kuhlmann_Ebbers_Wiechmann_Seebauer_Wagner_Haeb-Umbach_2023,
    title={Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual
    Speaker Characteristics}, booktitle={Fortschritte der Akustik - DAGA 2023}, author={Rautenberg,
    Frederik and Kuhlmann, Michael and Ebbers, Janek and Wiechmann, Jana and Seebauer,
    Fritz and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2023}, pages={1409–1412}
    }'
  chicago: Rautenberg, Frederik, Michael Kuhlmann, Janek Ebbers, Jana Wiechmann, Fritz
    Seebauer, Petra Wagner, and Reinhold Haeb-Umbach. “Speech Disentanglement for
    Analysis and Modification of Acoustic and Perceptual Speaker Characteristics.”
    In <i>Fortschritte Der Akustik - DAGA 2023</i>, 1409–12, 2023.
  ieee: F. Rautenberg <i>et al.</i>, “Speech Disentanglement for Analysis and Modification
    of Acoustic and Perceptual Speaker Characteristics,” in <i>Fortschritte der Akustik
    - DAGA 2023</i>, Hamburg, 2023, pp. 1409–1412.
  mla: Rautenberg, Frederik, et al. “Speech Disentanglement for Analysis and Modification
    of Acoustic and Perceptual Speaker Characteristics.” <i>Fortschritte Der Akustik
    - DAGA 2023</i>, 2023, pp. 1409–12.
  short: 'F. Rautenberg, M. Kuhlmann, J. Ebbers, J. Wiechmann, F. Seebauer, P. Wagner,
    R. Haeb-Umbach, in: Fortschritte Der Akustik - DAGA 2023, 2023, pp. 1409–1412.'
conference:
  end_date: 2023-03-09
  location: Hamburg
  name: DAGA 2023 - 49. Jahrestagung für Akustik
  start_date: 2023-03-06
date_created: 2023-05-15T08:48:54Z
date_updated: 2024-02-29T17:05:16Z
ddc:
- '000'
department:
- _id: '54'
- _id: '660'
file:
- access_level: open_access
  content_type: application/pdf
  creator: frra
  date_created: 2024-02-29T16:15:12Z
  date_updated: 2024-02-29T16:15:12Z
  file_id: '52221'
  file_name: Daga_2023_Rautenberg_Paper.pdf
  file_size: 289493
  relation: main_file
file_date_updated: 2024-02-29T16:15:12Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://pub.dega-akustik.de/DAGA_2023/data/articles/000105.pdf
oa: '1'
page: 1409-1412
project:
- _id: '129'
  grant_number: '438445824'
  name: 'TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika
    (Teilprojekt C06)'
publication: Fortschritte der Akustik - DAGA 2023
publication_status: published
status: public
title: Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual
  Speaker Characteristics
type: conference
user_id: '72602'
year: '2023'
...
---
_id: '33696'
author:
- first_name: Jana
  full_name: Wiechmann, Jana
  last_name: Wiechmann
- first_name: Thomas
  full_name: Glarner, Thomas
  last_name: Glarner
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  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.'
  apa: Wiechmann, J., Glarner, T., Rautenberg, F., Wagner, P., &#38; Haeb-Umbach,
    R. (2022). Technically enabled explaining of voice characteristics. <i>18. Phonetik
    Und Phonologie Im Deutschsprachigen Raum (P&#38;P)</i>.
  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.
  mla: Wiechmann, Jana, et al. “Technically Enabled Explaining of Voice Characteristics.”
    <i>18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&#38;P)</i>, 2022.
  short: 'J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in:
    18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&#38;P), 2022.'
conference:
  end_date: 2022-10-07
  location: Bielefeld
  start_date: 2022-10-06
date_created: 2022-10-12T07:10:03Z
date_updated: 2023-11-22T13:45:30Z
ddc:
- '000'
department:
- _id: '54'
- _id: '660'
file:
- access_level: open_access
  content_type: application/pdf
  creator: huesera
  date_created: 2022-10-12T07:09:26Z
  date_updated: 2022-10-12T07:09:26Z
  file_id: '33697'
  file_name: PP_2022_paper_8911.pdf
  file_size: 109294
  relation: main_file
file_date_updated: 2022-10-12T07:09:26Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '129'
  grant_number: '438445824'
  name: 'TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika
    (Teilprojekt C06)'
publication: 18. Phonetik und Phonologie im deutschsprachigen Raum (P&P)
status: public
title: Technically enabled explaining of voice characteristics
type: conference
user_id: '72602'
year: '2022'
...
---
_id: '44843'
abstract:
- lang: eng
  text: "Unsupervised blind source separation methods do not require a training phase\r\nand
    thus cannot suffer from a train-test mismatch, which is a common concern in\r\nneural
    network based source separation. The unsupervised techniques can be\r\ncategorized
    in two classes, those building upon the sparsity of speech in the\r\nShort-Time
    Fourier transform domain and those exploiting non-Gaussianity or\r\nnon-stationarity
    of the source signals. In this contribution, spatial mixture\r\nmodels which fall
    in the first category and independent vector analysis (IVA)\r\nas a representative
    of the second category are compared w.r.t. their separation\r\nperformance and
    the performance of a downstream speech recognizer on a\r\nreverberant dataset
    of reasonable size. Furthermore, we introduce a serial\r\nconcatenation of the
    two, where the result of the mixture model serves as\r\ninitialization of IVA,
    which achieves significantly better WER performance than\r\neach algorithm individually
    and even approaches the performance of a much more\r\ncomplex neural network based
    technique."
author:
- first_name: Christoph
  full_name: Boeddeker, Christoph
  id: '40767'
  last_name: Boeddeker
- first_name: Frederik
  full_name: Rautenberg, Frederik
  id: '72602'
  last_name: Rautenberg
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Boeddeker C, Rautenberg F, Haeb-Umbach R. A Comparison and Combination of
    Unsupervised Blind Source Separation  Techniques. In: <i>ITG Conference on Speech
    Communication</i>. ; 2021.'
  apa: Boeddeker, C., Rautenberg, F., &#38; Haeb-Umbach, R. (2021). A Comparison and
    Combination of Unsupervised Blind Source Separation  Techniques. <i>ITG Conference
    on Speech Communication</i>. ITG Conference on Speech Communication, Kiel.
  bibtex: '@inproceedings{Boeddeker_Rautenberg_Haeb-Umbach_2021, title={A Comparison
    and Combination of Unsupervised Blind Source Separation  Techniques}, booktitle={ITG
    Conference on Speech Communication}, author={Boeddeker, Christoph and Rautenberg,
    Frederik and Haeb-Umbach, Reinhold}, year={2021} }'
  chicago: Boeddeker, Christoph, Frederik Rautenberg, and Reinhold Haeb-Umbach. “A
    Comparison and Combination of Unsupervised Blind Source Separation  Techniques.”
    In <i>ITG Conference on Speech Communication</i>, 2021.
  ieee: C. Boeddeker, F. Rautenberg, and R. Haeb-Umbach, “A Comparison and Combination
    of Unsupervised Blind Source Separation  Techniques,” presented at the ITG Conference
    on Speech Communication, Kiel, 2021.
  mla: Boeddeker, Christoph, et al. “A Comparison and Combination of Unsupervised
    Blind Source Separation  Techniques.” <i>ITG Conference on Speech Communication</i>,
    2021.
  short: 'C. Boeddeker, F. Rautenberg, R. Haeb-Umbach, in: ITG Conference on Speech
    Communication, 2021.'
conference:
  location: Kiel
  name: ITG Conference on Speech Communication
date_created: 2023-05-15T07:59:33Z
date_updated: 2023-11-15T15:29:32Z
ddc:
- '000'
department:
- _id: '54'
external_id:
  arxiv:
  - '2106.05627'
file:
- access_level: open_access
  content_type: application/pdf
  creator: frra
  date_created: 2023-05-16T08:37:31Z
  date_updated: 2023-11-15T15:29:32Z
  file_id: '44856'
  file_name: 2106.05627.pdf
  file_size: 295972
  relation: main_file
file_date_updated: 2023-11-15T15:29:32Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/2106.05627.pdf
oa: '1'
publication: ITG Conference on Speech Communication
status: public
title: A Comparison and Combination of Unsupervised Blind Source Separation  Techniques
type: conference
user_id: '40767'
year: '2021'
...