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数据集特征的问题 #6

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LeMei opened this issue Nov 13, 2022 · 2 comments
Open

数据集特征的问题 #6

LeMei opened this issue Nov 13, 2022 · 2 comments

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@LeMei
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LeMei commented Nov 13, 2022

非常感谢开源~

已经下载了给出的特征,但是有一些问题,希望回复:

  1. AIS10_norm-Vsent_avg_affectdenseface-Lsent_cls_robert_wwm_base_chinese4chmed.pkl, Asent_avg_wav2vec_zh-Vsent_avg_affectdenseface-Lsent_avg_robert_base_wwm_chinese.pkl, Asent_wav2vec_zh2chmed2e5last-Vsent_avg_affectdenseface-Lsent_avg_robert_base_wwm_chinese.pkl, Asent_wav2vec_zh2chmed2e5last-Vsent_avg_affectdenseface-Lsent_cls_robert_wwm_base_chinese4chmed.pkl 这四个pickle文件的格式是相同的,不知道有什么具体区别
  2. 每个pickle文件是一个长度为10的LIST,每个元素代表什么,模态特征又分别是哪些元素,希望可以解答

非常感谢,希望可以回复,想在最近做的工作上应用这个数据集看下效果,期待回复

@dzr1026
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dzr1026 commented Apr 1, 2023

我也有这个问题,也很期待作者的解答。

@Jinjikiko
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作者在repo里面解释了:https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn 1. sen_is10: OpenSmile 抽取句子级别的 IS10 情感特征,需要做 z-norm 2. sen_avg_wav2vec: 帧级别的wav2vec特征直接平均作为句子特征 3. finetune_cls_wav2vec: 在M3ED数据集上Finetune之后抽取的句子级别的情感特征。

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