SSoC' 25 blog post for week 03 by Muhammad Haroon (#241)

* ssoc-week03-update

* update week03 blogpost

Author: haroon10725

src/constants/MarkdownFiles/posts/2025-06-08-ssoc-2025-MuhammadHaroon-week01.md

@@ -5,7 +5,6 @@ category: "DEVELOPER NEWS"
 date: "2025-06-08"
 slug: "2025-06-08-ssoc-25-MuhammadHaroon-week01"
 author: "@/constants/MarkdownFiles/authors/muhammad-haroon.md"
-description: "SSoC'25 Contributor working on Generative AI Instrument Sample Generation for Music Blocks"
 tags: "ssoc25,sugarlabs,week01,GenAI,MusicBlocks,Music"
 image: "assets/Images/GSOC.png"
 ---

src/constants/MarkdownFiles/posts/2025-06-15-ssoc-2025-MuhammadHaroon-week02.md

@@ -5,7 +5,6 @@ category: "DEVELOPER NEWS"
 date: "2025-06-15"
 slug: "2025-06-15-ssoc-25-MuhammadHaroon-week02"
 author: "@/constants/MarkdownFiles/authors/muhammad-haroon.md"
-description: "SSoC'25 Contributor working on Generative AI Instrument Sample Generation for Music Blocks"
 tags: "ssoc25,sugarlabs,week02,GenAI,MusicBlocks,Music"
 image: "assets/Images/GSOC.png"
 ---
@@ -54,6 +53,7 @@ image: "assets/Images/GSOC.png"
 ## Next Week's Roadmap
 
 - Generate more samples using AudioGen and save them in Google Drive.
+- Experiment with temperature and top_p parameters in AudioGen.
 
 ---
 

src/constants/MarkdownFiles/posts/2025-06-22-ssoc-2025-MuhammadHaroon-week03.md

@@ -0,0 +1,57 @@
+---
+title: "SSoC ’25 Week 03 Update by Muhammad Haroon"
+excerpt: "Experimenting with temperature and top_p parameters in AudioGen model."
+category: "DEVELOPER NEWS"
+date: "2025-06-22"
+slug: "2025-06-22-ssoc-25-MuhammadHaroon-week03"
+author: "@/constants/MarkdownFiles/authors/muhammad-haroon.md"
+tags: "ssoc25,sugarlabs,week03,GenAI,MusicBlocks,Music"
+image: "assets/Images/GSOC.png"
+---
+
+<!-- markdownlint-disable -->
+
+# Week 03 Progress Report by Muhammad Haroon
+
+**Project:** [Generative AI Instrument Sample Generation for Music Blocks](https://github.com/sugarlabs/GSoC/blob/master/Ideas-2025.md#Generative-AI-Instrument-Sample-Generation-for-Music-Blocks)  
+**Mentors:** [Walter Bender](https://github.com/walterbender), [Sumit Srivastava](https://github.com/sum2it)  
+**Assisting Mentors:** [Devin Ulibarri](https://github.com/pikurasa)  
+**Reporting Period:** 2025-06-09 - 2025-06-15  
+
+---
+
+## Goals for This Week
+
+- **Goal 1:** Generate more samples using AudioGen and save them in Google Drive.
+- **Goal 2:** Experiment with temperature and top_p parameters in AudioGen.
+
+---
+
+## This Week's Achievements
+
+1. **Generated more samples using AudioGen model**  
+   - I was able to generate more samples from AudioGen model and saved them in [Google Drive](https://drive.google.com/drive/folders/10UZzts_AuIe1AypJm9v4ll0NQ0tdkHEI?usp=drive_link).
+
+2. **Experimented with different values of temperature and top_p**  
+   - I created a [Google Sheet](https://docs.google.com/spreadsheets/d/1tFjL4bXAyB-Z7Fxj4cqiS4_pRkAGo3gKgs-CZVmkFYk/edit?gid=0#gid=0) where I experimented with generating sound samples using different temperature and top_p values. By recording the results, I was able to determine which parameter settings produce more meaningful sound samples.
+
+---
+
+## Key Learnings
+
+- I gained an understanding of the key parameters temperature and top_p, which are used to tune the output for specific use cases. This [article](https://medium.com/@1511425435311/understanding-openais-temperature-and-top-p-parameters-in-language-models-d2066504684f) was helpful in understanding these concepts.
+
+---
+
+## Next Week's Roadmap
+
+- To further explore the effects of the temperature and top_p parameters.
+- To find an effective method for removing silence and noise from the audio.
+
+---
+
+## Acknowledgments
+
+Thank you to my mentors, the Sugar Labs community, and fellow GSoC contributors for ongoing support.
+
+---