Building a code to classify sounds under the influence of noise using PyTorch

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Hello, I hope this bid finds you well. I am writing to express my interest in assisting with your project. With 10 years of experience in this field, I believe I have the skills and expertise to contribute to your team. Python Neural Networks Pytorch Audio Processing Deep Learning I understand that timelines and budget are important considerations, and I am happy to discuss these further with you. My proposed timelines and budget are simply a starting point, and I am open to negotiating to meet your specific needs and requirements. I would love the opportunity to demonstrate the value I can bring to your project. I look forward to your reply and the chance to work with you. Sincerely, Fridah M

Hi. How about you? I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has 10+ years of experiences in python. Please contact me to discuss about the project in more details. Thanks. Best Regards. From Bac.

Hi I have read your description carefully. ⭐ I have rich experiences in Python, Pytorch, Machine learning, AI, Deep learning, Image processing. ⭐ I worked on many similar projects. I can guarantee the quality of the job. Please kindly message me. Thank you.

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Hello, I have rich exp in ACM/ICPC and deep understandings of algorithms for Classifications, NLP, Image, speech and text Processing,Neural Networks,e.t.c I am an MSc majored in mathematics. (Probability and Statistics in detail) Consultation is also welcome. I have have rich experience in mathematical and algorithm problems. I can help you get insights on the data you described. Algorithm(exp. in ACM/ICPC)/Artificial intelligence(AI) Machine Learning (Neural Networks), Deep Learning C++/C#/Matlab/R/Python/java I will be more than excited to provide you a quality solution and earn your respect, confidence and trust

✅ Full Experiences and Profound Knowledge in ⭐CNN and Data Classification with Python and Pytorch⭐✅. Hi, how are you? I am very confident to complete your project perfectly. I can start your work right now. Of course, since I am new here, then my job history and feedback score on freelancer is not sufficient, but you don’t need to worry! I can guarantee the quality of the job and deliver the result on time. I hope we will discuss in more detail via chat. Best regards! https://www.freelancer.com/u/KawlCarter

As a Data Scientist and Deep Learning specialist, I propose to develop a sound classification model using PyTorch, specifically for noise classification based on the Urbansound8K dataset. My approach will involve processing the audio data using Cousine, Wavelet, or Fourier transformation methods, which are commonly used in audio signal processing. I will then use this preprocessed data to build a Convolutional Neural Network (CNN) model that will classify the sound samples based on their noise influence. To ensure high accuracy, I will also apply advanced techniques such as data augmentation, regularization, and optimization algorithms to the model training process. Once the model is trained, I will use the output to analyze the effect of noise on the classification after the transforms. I will also provide you with a comprehensive report and interactive visualization that showcases the performance of the model and insights derived from the analysis. Overall, my goal is to provide you with a high-quality sound classification model that can help you make informed decisions in your applications.

I am professional data scientist, please share me your data set first then i come to know that all model can be implemented or i have to train the dataset. Please share your data, i am waiting

Hi, Ahmed A.. Hope you're doing well. I am quickly responding to your job as I am the right fit for your project. ✔ I am good at Audio Processing, Python, Neural Networks, Pytorch and Deep Learning and I have completed the same project recently. ✔ I could complete this project within the given deadline perfectly. Please contact me. I am ready to start your job right now. Look forward to hearing from you. Thanks!

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I am a mechatronics engineer, have sufficient experience in machine learning, Audio sensor, Pytorch, deep learning, and python programming, do not hesitate to send me soon.

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Hello, Ahmed A. I have checked your job post and understood your requirements. I have done a few projects similar to yours successfully and have a reputation for providing only the highest quality work. I am skilled in Neural Networks, Python, Pytorch, Deep Learning and Audio Processing and very confident to complete this project. I’ll do my best to deliver you perfect results on time. I can start immediately. I'd love to hear from you. Thanks, Vladyslav

I have experience working with time-series signals, time-frequency transformations, and ML modeling. To solve this I would : 1. Design and apply a filter for noise reduction. 1. Apply time-frequency transformations (such as S, Wavelet, or STFT) to get different representations of the sound digital signal. 2. Feed these features to a CNN or an RNN and train the model. 3. Fine-tune the model and evaluate the performance.

Hello, I'm Ege, a student of Uppsala University Computer Science Master's program. I believe I can complete this project due to my background in machine learning. I have finished several machine learning projects with neural networks, supervised and unsupervised algorithms. Looking forward to your reply. Best regards.

Hey, I am a mathematical engineer and focused many of my projects during my bachelor on working with Audio Processing. I have experience with Fourier and Wavelet transforms and also have experience working with PyTorch Audio. I really like working with audio, so it would be really cool for me to work in this project.