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10.21105.joss.05132.pdf
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🔗 Source: theoj.org
📊 Size: 3.15 MB
📄 Pages: 7 pages
⬇️ Downloads: 199

Summary

Speakerbox is a method for few-shot fine-tuning of an audio transformer for speaker identification, making multi-recording, multi-speaker identification model fine-tuning simple while fitting an accurate model. It works by stratifying data by speaker ID and holding out by recording ID prior to fine-tuning a pre-trained speaker identification Transformer on a small number of audio examples. With less than an hour of audio input, Speakerbox can fine-tune a multi-speaker identification model for assisting researchers in audio and transcript annotation.

Description

Speakerbox is a method for few-shot fine-tuning of an audio transformer for speaker identification, making multi-recording, multi-speaker identification model...

Technical Information

  • File Format: PDF
  • File Size: 3.15 MB
  • Pages: 7
  • Language: EN
  • Total Downloads: 199
  • Last Updated: 2 months ago

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