Music Genre Classification with DCGAN
$30-250 USD
Paid on delivery
Music Genre Classification with DCGAN
Work content
1. Google Colab code
2. Report (Simple) the results
3. Deadline (10days after being selected or can be decided through talking. Should mention progress after 3-days).
I. Dataset (music data)
CSV data (fixed, I will give you or we can discuss)
2. Data analysis: (Reading and Understanding the Data, Showing raw data, Visualizing Audio Files, Plot Raw Wave Files, Spectrograms, pectral Rolloff, Spectral Centroid, MFCC (Mel-Frequency-Cepstral Coefficients), Chroma Feature, Zero Crossing Rate, Feature Extraction, Scaling the Features)
2. Build GRU (Gated Recurrent Unit) for genre classification
3. Model Evaluation of DCGAN for genre classification (Confusion matrix, data results, figures)
4. Comparison with CNN results (or others)
4. Detailed work scope will be given by platform chat.
Project ID: #33839805
About the project
Awarded to:
Hi, I have been an academic at a top-ranked engineering university, since 2013. Currently, I am on a sabbatical, residing in the UK, as a stay-home-dad. I have adequate knowledge of the breadth of ML algorithms with a More
10 freelancers are bidding on average $232 for this job
Hi Mate, I wish to have a conversation about the project. I can fulfill your requirement as I am a professional developer with 5+ years of quality experience in Python Development, delivering quality product. I am int More
Hello there, Do you want to analyze the data using the phrases? May I check a sample? I have developing experience in data structures and implementing algorithms using Python, Java, C#, Node.js, Javascript, etc for + More
Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks, Mila