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README.md

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+# Guides
+### emotion2vec: universal speech emotion representation model
+emotion2vec is the first universal speech emotion representation model. Through self-supervised pre-training, emotion2vec has the ability to extract emotion representation across different tasks, languages, and scenarios.
 
-Edit this `README.md` markdown file to author your organization card.
+### emotion2vec+: speech emotion recognition foundation model
+emotion2vec+ is a series of foundational models for speech emotion recognition (SER). We aim to train a "whisper" in the field of speech emotion recognition, overcoming the effects of language and recording environments through data-driven methods to achieve universal, robust emotion recognition capabilities. The performance of emotion2vec+ significantly exceeds other highly downloaded open-source models on Hugging Face.
+
+# News
+- [May. 2024] 🔥 Speech emotion recognition foundation model: **emotion2vec+**, with 4-class primary emotions has been released on [Model Scope](https://modelscope.cn/models/iic/emotion2vec_plus_large/summary) and [Hugging Face](https://huggingface.co/emotion2vec). Check out a series of emotion2vec+ (seed, base, large) models for SER with high performance (We recommend this release over the Jan. 2024 release). 
+- [Jan. 2024] 9-class emotion recognition model with iterative fine-tuning from emotion2vec has been released in [modelscope](https://www.modelscope.cn/models/iic/emotion2vec_base_finetuned/summary) and [FunASR](https://github.com/alibaba-damo-academy/FunASR/tree/main/examples/industrial_data_pretraining/emotion2vec). 
+- [Jan. 2024] emotion2vec has been integrated into [modelscope](https://www.modelscope.cn/models/iic/emotion2vec_base/summary) and [FunASR](https://github.com/alibaba-damo-academy/FunASR/tree/main/examples/industrial_data_pretraining/emotion2vec).  
+- [Dec. 2023] We release the [paper](https://arxiv.org/abs/2312.15185) for emotion2vec.
+- [Nov. 2023] We release code, checkpoints, and extracted features for emotion2vec. 
+
+# Model Card
+GitHub Repo: [emotion2vec](https://github.com/ddlBoJack/emotion2vec)
+|Model|⭐Model Scope|🤗Hugging Face|Fine-tuning Data (Hours)|
+|:---:|:-------------:|:-----------:|:-------------:|
+|emotion2vec|[Link](https://www.modelscope.cn/models/iic/emotion2vec_base/summary)|[Link](https://huggingface.co/emotion2vec/emotion2vec_base)|/|
+emotion2vec+ seed|[Link](https://modelscope.cn/models/iic/emotion2vec_plus_seed/summary)|[Link](https://huggingface.co/emotion2vec/emotion2vec_plus_seed)|201|
+emotion2vec+ base|[Link](https://modelscope.cn/models/iic/emotion2vec_plus_base/summary)|[Link](https://huggingface.co/emotion2vec/emotion2vec_plus_base)|4788|
+emotion2vec+ large|[Link](https://modelscope.cn/models/iic/emotion2vec_plus_large/summary)|[Link](https://huggingface.co/emotion2vec/emotion2vec_plus_large)|42526|