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Inquiry About TensorflowPredict2D Support in Essentia 2.1-beta6-dev #1465

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alice-gn-open opened this issue Mar 14, 2025 · 1 comment
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@alice-gn-open
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Dear Essentia Community,

I am currently using Essentia for research purposes and aiming to extract mood-related features from audio data. However, I have encountered frequent errors when attempting to use the TensorflowPredict2D algorithm, and I would appreciate your guidance on the following questions:

1️⃣ Does Essentia 2.1-beta6-dev include TensorflowPredict2D?

My installed version is 2.1-beta6-dev, but when I check the available algorithms using dir(essentia.standard), TensorflowPredict2D is not listed.
Has this function been removed or is it included in a different version?

2️⃣ How can I use TensorflowPredict2D in my current setup?

If it is not included in Essentia 2.1-beta6-dev, are there alternative ways to use it?
Would upgrading to a different Essentia version or building from source be required?

3️⃣ Alternative Models and Methods

Currently, my installation supports the following models and algorithms:
['TensorflowInputFSDSINet', 'TensorflowInputMusiCNN', 'TensorflowInputTempoCNN', 'TensorflowInputVGGish', 'MusicExtractor', ...]
Given my available models, is there another way to extract mood information (e.g., using mood_sad-openl3-music-mel128-emb512-1.pb)?
Any insights or guidance on these issues would be greatly appreciated. Thank you in advance for your support!

Best regards,
Alice

@palonso
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palonso commented Mar 14, 2025

hi @alice-gn-open,
the latest essentia-tensorflow version (essentia_tensorflow-2.1b6.dev1177) comes with TensorflowPredict2D.

Can you upgrade to that one?

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