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  # Arousal - Dominance - Valence
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- Dimensional Speech Emotion Recognition model of simultaneous use of [WavLM](https://huggingface.co/3loi/SER-Odyssey-Baseline-WavLM-Multi-Attributes) / [Wav2Vec2.0](https://hf.rst.im/audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim).
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- Achieves `0.6760566` valence CCC on [MSP Podcast Test 1](https://paperswithcode.com/sota/speech-emotion-recognition-on-msp-podcast). Used as teacher for [Wav2Small](https://arxiv.org/abs/2408.13920).
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- **[PapersWithCode](https://paperswithcode.com/dataset/msp-podcast)**
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  ```
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- Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition.
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- Dionyssos Kounadis-Bastian, Oliver Schrüfer, Anna Derington, Hagen Wierstorf,
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- Florian Eyben, Felix Burkhardt, Björn Schuller.
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- 2024, arXiV Preprint
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  ```
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  <table style="width:500px">
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- # How To
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  ```python
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  import librosa
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  import torch
 
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  # Arousal - Dominance - Valence
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+ Dimensional Speech Emotion Recognition model of simultaneous use of [wavlm](https://huggingface.co/3loi/SER-Odyssey-Baseline-WavLM-Multi-Attributes) / [wav2vec2.0](https://github.com/audeering/w2v2-how-to).
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+ Achieves `0.6760566` valence CCC on [MSP Podcast Test 1](https://paperswithcode.com/sota/speech-emotion-recognition-on-msp-podcast). Used as teacher for [wav2small ..]().
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+ **[PapersWithCode](https://paperswithcode.com/dataset/msp-podcast) / [arXiv](https://arxiv.org/abs/2408.13920)**
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  ```
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+ Wav2Small: Distilling Wav2Vec2 to 72K parameters for low-resource
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+ speech emotion recognition.
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+ D. Kounadis-Bastian, O. Schrüfer, A. Derington, H. Wierstorf,
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+ F. Eyben, F. Burkhardt, B.W. Schuller. 2024, arXiV Preprint
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  ```
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  <table style="width:500px">
 
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+ # HowTo
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  ```python
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  import librosa
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  import torch