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End-to-End Neural Diarization data preparation

Recipe for generating training data for diarization by Brno University of Technology.
The recipe for telephone conversations is in v1 while the recipes for wide-band data are in v2.

For more details, please refer to From Simulated Mixtures to Simulated Conversations as Training Data for End-to-End Neural Diarization or Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural Diarization

Usage

Refer to the READMEs in the specific versions.

Citation

In case of using the software please cite:

Federico Landini, Alicia Lozano-Diez, Mireia Diez, Lukáš Burget: From Simulated Mixtures to Simulated Conversations as Training Data for End-to-End Neural Diarization

@inproceedings{landini22_interspeech,
  author={Federico Landini and Alicia Lozano-Diez and Mireia Diez and Lukáš Burget},
  title={{From Simulated Mixtures to Simulated Conversations as Training Data for End-to-End Neural Diarization}},
  year=2022,
  booktitle={Proc. Interspeech 2022},
  pages={5095--5099},
  doi={10.21437/Interspeech.2022-10451}
}

Federico Landini, Mireia Diez, Alicia Lozano-Diez, Lukáš Burget: Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural Diarization

@inproceedings{landini2023multi,
  title={Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural Diarization},
  author={Landini, Federico and Diez, Mireia and Lozano-Diez, Alicia and Burget, Luk{\'a}{\v{s}}},
  booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1--5},
  year={2023},
  organization={IEEE}
}

License

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Contact

If you have any comment or question, please contact [email protected]