Update README.md

README.md

@@ -5,42 +5,28 @@ tags:
 - automatic-speech-recognition
 datasets:
 - common_voice
-widget:
-- label: Librispeech sample 1
-  src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
-- label: Librispeech sample 2
-  src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
 ---
 
 # Wav2Vec2 Spanish
 
-Spanish Wav2Vec2 model pre-trained using the Spanish portion of the Common Voice dataset during the [Flax x Hugging Face](https://discss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104) community event.
-
-Team:
-[@mariagrandury](https://github.com/mariagrandury),
-[@mrm8488](https://github.com/mrm8488),
-[@edugp](https://github.com/edugp) and
-[@pcuenq](https://github.com/pcuenq).
+Wav2Vec2 model pre-trained using the Spanish portion of the Common Voice dataset. The model is trained with Flax and using TPUs sponsored by Google since this is part of the [Flax/Jax Community Week](https://discss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104) organised by HuggingFace.
 
 ## Model description
 
-The model used for training is [Wav2Vec2] by FacebookAI. It was introduced in the paper 
+The model used for training is [Wav2Vec2](https://ai.facebook.com/blog/wav2vec-20-learning-the-structure-of-speech-from-raw-audio/) by FacebookAI. It was introduced in the paper 
 "wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations" by Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, and Michael Auli (https://arxiv.org/abs/2006.11477).
 
 This model is available in the 🤗 [Model Hub](https://huggingface.co/facebook/wav2vec2-base-960h).
 
-## Intended uses & limitations
-
-### How to use
-
-### Limitations and bias
-
 ## Training data
 
 Spanish portion of [Common Voice](https://commonvoice.mozilla.org/en/datasets). Common Voice is an open source, multi-language dataset of voices part of Mozilla's initiative to help teach machines how real people speak.
 
 The dataset is also available in the 🤗 [Datasets](https://huggingface.co/datasets/common_voice) library.
 
-### Training procedure
+## Team members
 
-### Eval results
+- María Grandury ([@mariagrandury](https://github.com/mariagrandury))
+- Manuel Romero ([@mrm8488](https://huggingface.co/mrm8488))
+- Eduardo González Ponferrada ([@edugp](https://huggingface.co/edugp))
+- pcuenq ([@pcuenq](https://huggingface.co/pcuenq))