update readme

README.md

@@ -14,10 +14,18 @@ language:
 pipeline_tag: text-generation
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-# Qwen2.5-7B SSML LoRA Adapter
+# 🧠 ssml-text2breaks-fr-lora
 
-This is a LoRA (Low-Rank Adaptation) fine-tuned version of Qwen2.5-7B for converting plain text to SSML (Speech Synthesis Markup Language) with appropriate pause predictions.
+This is the first-stage LoRA adapter for French SSML prosody generation, responsible for inserting symbolic pause markers (e.g., #250, #500) at linguistically appropriate positions in raw French text.
 
+This model is part of the SSML generation cascade described in the accepted paper:
+
+**"Improving French Synthetic Speech Quality via SSML Prosody Control"**
+Nassima Ould-Ouali, Éric Moulines – ICNLSP 2025 (Springer LNCS) [accepted].
+
+It performs linguistically-aware break prediction, identifying phrasing and syntactic pause points, and outputs text marked with symbolic durations that can then be converted to valid SSML tags (e.g., <break time="250ms"/>) by the second-stage model.
+
+---
 ## Model Details
 
 - **Base Model**: Qwen/Qwen2.5-7B