Comments (4)
kyakuno
commented on June 12, 2024
- サンプルの作成先は https://github.com/axinc-ai/ailia-models/tree/master/audio_processing
- pyannote-audioのpthファイルをONNXに変換 https://medium.com/axinc/%E5%AD%A6%E7%BF%92%E3%81%97%E3%81%9F%E3%83%A2%E3%83%87%E3%83%AB%E3%82%92ailia-sdk%E3%81%A7%E4%BD%BF%E7%94%A8%E3%81%A7%E3%81%8D%E3%82%8B%E5%BD%A2%E3%81%AB%E3%82%A8%E3%82%AF%E3%82%B9%E3%83%9D%E3%83%BC%E3%83%88%E3%81%99%E3%82%8B-add271b8ebdd
- サンプルコード（Python）の作成（pytorchからonnx (ailia SDK)に移行）
- サンプルコードとモデルのPR
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kyakuno
commented on June 12, 2024
モデル登録の手順はSlackにリンクを共有しました。
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kyakuno
commented on June 12, 2024
pyannote audioのアーキテクチャ
https://herve.niderb.fr/fastpages/2022/10/23/One-speaker-segmentation-model-to-rule-them-all
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kyakuno
commented on June 12, 2024
入力波形から、各人物の発言のProbablityのグラフを算出し、それをセグメンテーションする。
モデルは5秒単位に実行し、2.5秒のオーバラップでスライディングウィンドウで処理する。
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