Update README.md

README.md

@@ -23,3 +23,37 @@ configs:
   - split: train
     path: sSC/af/train-*
 ---
+
+
+# Multi Speaker StoryCloze
+
+A multispeaker spoken version of [StoryCloze]() Synthesized with [Kokoro TTS](https://huggingface.co/hexgrad/Kokoro-82M).
+The dataset was synthesized to evaluate the performance of speech language models as detailed in the paper ["SIMS: Scaling Analysis of Interleaved Speech-Text Language Models"]().
+
+We refer you to the _SlamKit_ [codebase](https://github.com/slp-rl/slamkit) to see how you can evaluate your SpeechLM with this dataset.
+
+## sSC and tSC
+Explain about the parts.
+
+## Usage
+
+```python
+from datasets import load_dataset
+dataset = load_dataset("slprl/multispeaker-storycloze")
+```
+## Data Fields
+
+The data has several fields:
+- `id`: the file id as in the original [StoryCloze]() dataset.
+- `correct_text`: the text of the correct sample.
+- `correct_audio`: the synthesized audio of the correct sample.
+- `incorrect_text`: the text of the incorrect sample.
+- `incorrect_audio`: the synthesized audio of the incorrect sample.
+
+
+## Citation
+If you use this version of the dataset please cite our work:
+
+```
+add
+```