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I4U System Description for NIST SRE'20 CTS Challenge

arXiv 2211.01091 ↗First posted 2 Nov 2022eess.AS cs.AI cs.SDcited by 0

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Abstract (arXiv)

This manuscript describes the I4U submission to the 2020 NIST Speaker Recognition Evaluation (SRE'20) Conversational Telephone Speech (CTS) Challenge. The I4U's submission was resulted from active collaboration among researchers across eight research teams - I2R (Singapore), UEF (Finland), VALPT (Italy, Spain), NEC (Japan), THUEE (China), LIA (France), NUS (Singapore), INRIA (France) and TJU (China). The submission was based on the fusion of top performing sub-systems and sub-fusion systems contributed by individual teams. Efforts have been spent on the use of common development and validation sets, submission schedule and milestone, minimizing inconsistency in trial list and score file format across sites.

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References · 13

  1. 2014Adam: A Method for Stochastic Optimizationcited by 37,240
  2. 2017Squeeze-and-Excitation Networkscited by 4,789
  3. 2020ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verificationcited by 628
  4. 2020MLS: A Large-Scale Multilingual Dataset for Speech Researchcited by 476
  5. 2015MUSAN: A Music, Speech, and Noise Corpuscited by 425
  6. 2021SpeechBrain: A General-Purpose Speech Toolkitcited by 406
  7. 2015Return of Frustratingly Easy Domain Adaptationcited by 391
  8. 2014Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognitioncited by 111
  9. 2021Xi-Vector Embedding for Speaker Recognitioncited by 9
  10. 2020NPLDA: A Deep Neural PLDA Model for Speaker Verificationcited by 4
  11. 2021Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verificationcited by 2
  12. 2018Joint PLDA for Simultaneous Modeling of Two Factorscited by 1
1 more
  1. 2020Pairwise Discriminative Neural PLDA for Speaker Verificationcited by 1

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