ssoc-week04-update (#257)

Author: haroon10725

src/constants/MarkdownFiles/posts/2025-06-30-ssoc-2025-MuhammadHaroon-week04.md

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+---
+title: "SSoC ’25 Week 04 Update by Muhammad Haroon"
+excerpt: "Experimenting with prompts parameter in AudioGen model."
+category: "DEVELOPER NEWS"
+date: "2025-06-30"
+slug: "2025-06-30-ssoc-25-MuhammadHaroon-week04"
+author: "@/constants/MarkdownFiles/authors/muhammad-haroon.md"
+tags: "ssoc25,sugarlabs,week04,GenAI,MusicBlocks,Music"
+image: "assets/Images/GSOC.png"
+---
+
+<!-- markdownlint-disable -->
+
+# Week 04 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:** To further explore the effects of the temperature and top_p parameters.
+- **Goal 2:** To find an effective method for removing silence and noise from audio.
+
+---
+
+## This Week's Achievements
+
+1. **Explored the effects of the temperature and top_p parameters**  
+   - After experimenting with different temperature and top_p values, I found that AudioGen performs well with temperature = 1 and top_p = 1 values, generating audio that closely matches the prompt.
+
+2. **Found effective method for removing silence and nosie form audio**  
+   - I found python libraries for removing silence (pydub) and noise (noisereduce) from the audio and it gave good results.
+
+---
+
+## Next Week's Roadmap
+
+- Generate more samples using different prompts.
+- Explore how to connect backend with the frontend using FastAPI.
+- Explore how to deploy the backend on AWS.
+
+---
+
+## Acknowledgments
+
+Thank you to my mentors, the Sugar Labs community, and fellow GSoC contributors for ongoing support.
+
+---