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dennisvdang/README.md

Here are some personal projects that I've made public:

  • Automated Chorus Detection: A convolutional recurrent neural network model and audio signal processing pipeline that locates choruses in songs.
  • R2be: A read-only iPhone app that turns a Cloudflare R2 bucket into a personal, YouTube-style media player with a few QoL features built in. You can build and install it without a Mac: GitHub Actions compiles it on a cloud macOS runner, and Sideloadly installs it from Windows with a free Apple ID.
  • Indeed-Job-Scraper: A Python CLI tool to scrape Indeed job listings (including full descriptions, salaries, dates, URLs), filter by remote and job type, and export neatly formatted CSV data for analysis.
  • Question-Answering Information Retrieval System: A fine-tuned DistilBERT model trained to answer customer queries about company products.

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  1. chorus-detection chorus-detection Public

    A deep learning project for automated chorus detection in songs, featuring a command-line interface (CLI) tool that allows users to input a YouTube link and utilize a pre-trained CRNN model to dete…

    Jupyter Notebook 49 7

  2. Chroma-based-Music-Segmentation Chroma-based-Music-Segmentation Public

    Project repository containing code, proof of concept, and visualizations for using Chromagram Self-Similarity Matrices (SSMs) for segmenting music into its structural components.

    Jupyter Notebook 10 2

  3. QA-Retrieval-System QA-Retrieval-System Public

    Project repository for the development of a Question-Answering (QA) information retrieval system fine-tuned on customer queries.

    Jupyter Notebook 2