Update README.md

README.md

@@ -9,6 +9,13 @@ tags:
 
 This repository contains a collection of text-to-speech (TTS) models, offering support for over 1000 languages. These models are part of Facebook's [Massively Multilingual Speech](https://arxiv.org/abs/2305.13516) project, aiming to provide speech technology across a diverse range of languages.  
 
+## Table Of Content
+
+- [Usage](#usage)
+- [Supported Languages](#supported-languages)
+- [Model details](#model-details)
+- [Additional links](#additional-links)
+  
 ## Usage 
 For detailed instructions on utilizing the models, please refer to the [fairseq docs](https://github.com/facebookresearch/fairseq/blob/main/examples/mms/README.md#tts-1). Additionally, you can explore the models on [MMS Space](https://huggingface.co/spaces/facebook/MMS) available on HuggingFace.
 
@@ -1182,4 +1189,16 @@ You can find more details about the languages and their ISO 649-3 codes in the [
         author={Vineel Pratap and Andros Tjandra and Bowen Shi and Paden Tomasello and Arun Babu and Sayani Kundu and Ali Elkahky and Zhaoheng Ni and Apoorv Vyas and Maryam Fazel-Zarandi and Alexei Baevski and Yossi Adi and Xiaohui Zhang and Wei-Ning Hsu and Alexis Conneau and Michael Auli},
       journal={arXiv},
       year={2023}
-      }
+      }
+
+## Additional Links
+
+- [Blog post](https://ai.facebook.com/blog/multilingual-model-speech-recognition/)
+- [Transformers documentation](https://huggingface.co/docs/transformers/main/en/model_doc/mms).
+- [Paper](https://arxiv.org/abs/2305.13516)
+- [GitHub Repository](https://github.com/facebookresearch/fairseq/tree/main/examples/mms#asr)
+- [Other **MMS** checkpoints](https://huggingface.co/models?other=mms)
+- MMS base checkpoints:
+  - [facebook/mms-1b](https://huggingface.co/facebook/mms-1b)
+  - [facebook/mms-300m](https://huggingface.co/facebook/mms-300m)
+- [Official Space](https://huggingface.co/spaces/facebook/MMS)