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Multimodal Emotion Recognition AI Development

$250-750 USD

Cancelled
Posted 3 months ago

$250-750 USD

Paid on delivery
I'm looking for a skilled AI developer to create a multimodal model for accurately classifying emotions, leveraging the IEMOCAP dataset. The model ultimately needs to be developed using Python, as that's the language I'm comfortable with. Experience in creating multimodal AI systems, specifically for emotion classification, is crucial for this job. Also, familiarity working with the IEMOCAP dataset will be highly advantageous. To cut it short, 1) the dataset sizs is 8K records, data (audio, text and spectogram images) are all processed and parsed. 2) the goal is to build a deep learning model using Pytorch (tensorflow is an option too) where we compare the results of each modality separately, vs Multimodal using early, join or late fusion 3) I have made good progress, but my network layers /structure is not the best. I am opened for pretrained models 4) We can use GANs to generate more spectogram images (if needed) Additional details Here's what the project involves: - Constructing a robust Multimodal AI model: * Capable of concurrently handling audio, visual, and textual data. * Effectively utilizing the diverse data types of the IEMOCAP dataset. - Enhancing Existing Techniques: * Improvements upon current emotion classification technologies. I am flexible with both pay per hour or fixed project, we can work together to achieve the task
Project ID: 37725917

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47 proposals
Remote project
Active 3 mos ago

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$0 USD in 7 days
5.0 (19 reviews)
5.7
5.7
47 freelancers are bidding on average $490 USD for this job
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I am an experienced AI developer with expertise in creating multimodal AI models. I have a strong background in working with the IEMOCAP dataset and can build a robust emotion classification model using PyTorch or TensorFlow. I am open to using pre-trained models and implementing GANs for generating additional spectrogram images. Let's discuss further details and decide on the best approach for this project.
$637 USD in 5 days
5.0 (168 reviews)
7.7
7.7
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Hi there,I'm biddin on your project "Multimodal Emotion Recognition AI Development" I have read your project description and i'm an expert in Python and machine learning therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. .. .
$750 USD in 2 days
4.9 (29 reviews)
7.0
7.0
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Hi Good evening , How are you? I just saw your job posting . I see you have been looking for someone experience with these technologies Generative Adversarial Network, Multimodal, Python, Tensorflow and Pytorch. I believe this is some thing I can help you with because I have 9 years of experience working with these tech stacks and 8 years of experience working on freelancer.com which you can confirm from my profile: https://www.freelancer.com/u/AwaisChaudhry I have few questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements. 2. Do you currently have anything done like Wireframes, UI/UX? Or this job has to be done from scratch? 3. What is the timeline to get this job done? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Lets start the chat and discuss your job in detail and we will continue from there. Regards, Awais
$750 USD in 11 days
4.9 (13 reviews)
6.8
6.8
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Hi there Wael A., Good evening , Hope you're having a great time. I'm bidding on your project "Multimodal Emotion Recognition AI Development" I am expert in Pytorch, Python, Generative Adversarial Network, Tensorflow and Multimodal. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Thanks ..
$750 USD in 5 days
5.0 (12 reviews)
6.3
6.3
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Hello there, How are you doing? Just saw your project posted. I have good experience with Pytorch, Python, Tensorflow, Multimodal and Generative Adversarial Network. I read the brief details and I felt I could help you with it. Lets start the chat and discuss it in detail. Please check my porfolio: My Portfolio: https://www.freelancer.com/u/AITSoft Availability timings: 8am-8pm EST Regards, Shamshad
$750 USD in 28 days
5.0 (39 reviews)
6.3
6.3
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Hi, How are you? Very happy to bid your project because my skills are fitted in your project. I am a AI engineer with 8 years of experience in machine learning, deep learning, data science, OCR, NLP and AI. I am very familiar with multimodal model and IEMOCAP dataset. I can do your project perfectly. If you send the message , we can discuss the project more. Thanks.
$250 USD in 3 days
5.0 (23 reviews)
5.9
5.9
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Hello, I am intrigued by your project to create a multimodal model for emotion classification using the IEMOCAP dataset. With my extensive experience in developing multimodal AI systems, particularly for emotion recognition, I am well-equipped to tackle the technical challenges of integrating audio, visual, and textual data for improved accuracy. My expertise includes working with Pytorch and TensorFlow, and I am familiar with leveraging pretrained models and GANs for enhancing dataset quality and model performance. I propose to refine your network structure and explore fusion techniques to optimize the model's effectiveness. Let's discuss further how we can collaborate to achieve the goals of your project.
$500 USD in 7 days
5.0 (4 reviews)
5.2
5.2
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As an AI developer with experience in data science and building a myriad of applications, the goal of this project really excites me. Your specification for a multimodal model using the IEMOCAP dataset resonates with my expertise. I have immense experience working with Python, particularly in machine learning libraries such as PyTorch and TensorFlow. Not only that, but I am also well-versed in deep learning model architectures and different fusion techniques. The IEMOCAP dataset's vast diversity in terms of audio, visual, and textual data can be ingeniously handled by this diverse querying strategies exemplified by my past projects. As a Berkeley graduate, I understand the nuance of your use case and your endeavor to build a robust emotion classification model. Moreover, being comfortable with both hourly pay or fixed project costs, I assure you that we can optimize our collaboration to achieve optimal results. Trust me to take your existing progress further as we remedy your network layers/structure qualms and even explore the use of GANs for additional spectrogram generation when needed. Let's create an exceptional Multimodal Emotion Recognition AI together!
$500 USD in 30 days
5.0 (8 reviews)
4.9
4.9
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With a Master's degree in Artificial Intelligence, specializing in Machine Learning and Deep Learning, I bring an extensive skill set to enhance your emotion recognition project. As you are seeking an AI developer who is proficient in Python – which I've been using for years – my fluency with PyTorch is a perfect match. Having worked on various multimodal projects utilizing distinct frameworks, including ELMo, Transformers, and GANs, I am confident in gaining robust insights from your IEMOCAP dataset. My proficiency includes applying complex networks to significant data set sizes like yours, using strategies such as early, join or late fusion. I'm glad to note that my knowledge extends beyond just building models but encompasses network optimization as well through leveraging pre-trained models. Moreover, skills in data visualization via tools like Tableau can give you intuitive insights into the performance of our multimodal network. Considering my experiences span clustering engines like Apache Spark and technologies such as ELK stack (Elasticsearch, Logstash and Kibana), Vega, Kafka, Spark and Hadoop; you can expect not only quality work but also efficient systems management if required. Being a flexible worker who is open to both pay-per-hour or fixed project agreements, let's collaborate to maximize the potential of your data. Together we can create an incredibly accurate emotion classification model with your dataset, giving your project the edge it deserves!
$500 USD in 7 days
5.0 (14 reviews)
5.1
5.1
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Hi there ! I took a delightful dive into your project description, and boy oh boy, it seems like my skills are a perfect match for this gig! I am an expert which have 5+ years of experience on Python, Tensorflow, Pytorch, Generative Adversarial Network, Multimodal Quickly come hop into chat and chat it up to unravel more awesomeness! Let's bring your vision to life. Thank You Christopher
$500 USD in 6 days
5.0 (10 reviews)
4.7
4.7
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Hi, how are you? I read your project details and really interested in this project. I am full stack developer having a 5+ year experience doing similar jobs regarding to these skills Generative Adversarial Network, Python, Pytorch, Multimodal and Tensorflow. Please start the chat, I know exactly what u are looking I done similar many projects in past. I want to ask few questions, Please start the chat so we can have detailed discussion and finalize the timeline and budget. You can check my portfolio as well: https://www.freelancer.com/u/Sidrairfan078 Thanks! Sidra
$350 USD in 8 days
5.0 (3 reviews)
4.9
4.9
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Hi,Thanks for your posting. I have full skills and full experiences of this field. I have developed many Image Processing project with every field of image processing. I am expert in these fields (YOLO, OCR, OpenCV, Tensorflow, PyTorch, Keras, ML/DL model). I can finish your project with high quality and on time. Please send me your message to discuss more about your project. I am waiting your reply now. Thanks.
$500 USD in 5 days
4.7 (14 reviews)
5.1
5.1
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I will show you my recent projects related to emotions, leveraging with IEMOCAP dataset. then we will move forward. So it's surety for you to get perfect solutions from my side. Also, if you want demo-type things or initial work for your project, then I will show you, and after that, we will finalize our project deal and payment milestones. I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. We have 16+ years of experience in software development. We have developed over 600 projects and research papers in the fields of machine learning, artificial intelligence, image processing (GIS), network, and SEO-based web and mobile apps. We have successfully completed the projects ChatGPT, Deep Learning, Computer Vision, Natural Language Processing (NLP), Encryption Decryption, Face Detection, UML Diagram, OCR, Big Data, Data Mining, Data Analysis, Statistics, Trading, Text, Image, Multiclass Classification Using Azure ML, Tensorflow, R Programming, OpenCV, Matlab, Hadoop, Artificial Intelligence Program Using PROLOG, Robotics Software, TCP-UDP Networking Project, Cloud Computing, etc. Note: The project has QA, testing, and comments in the code, so it's easy to understand the flow of the project.
$700 USD in 7 days
4.8 (7 reviews)
4.7
4.7
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Hi. Thanks for your posting. 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 many years of experiences in face/emotion/pose recognition. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$250 USD in 7 days
4.6 (7 reviews)
4.6
4.6
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Building on my extensive experience in AI and your specific requirement and dataset, my Python proficiency not only ensures the development of this multimodal emotion recognition model but also guarantees a streamlined collaboration with you as per your comfort. Having previously worked on projects including object recognition, neural style transfer, and image processing, I am well acquainted with utilizing diverse data types effectively. Inside this project. Moreover, my flexibility in payment options reflects a sincere commitment to delivering the best possible results for you. Whether you choose pay-per-hour or fixed payment method, rest assured that my 100% completion rate combined with timely deliveries will get the job done within your given timeframe. My previous clients have highly appreciated my robust work ethic and dynamic responses embracing any necessary modifications. In conclusion, I have the technical skills and prior experience in multimodal AI systems to ensure optimal integration of audio, visual, and textual data in your project. I am confident that my dedication and competence make me the ideal candidate to execute this task precisely as per your requirements. Choose me today and let's create an impactful solution together!
$250 USD in 7 days
4.8 (3 reviews)
3.6
3.6
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Hello I’ve carefully checked your requirements and really interested in Multimodal Emotion Recognition AI Development. I am confident for your project because I have skills of Pytorch, Multimodal, Tensorflow, Python and Generative Adversarial Network. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details. Sincerely, Yehor.
$250 USD in 6 days
5.0 (1 review)
3.0
3.0
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Hi. I am interested in this job. ✅I am a motivated AI expert with 8 years experience ✅ Your job post is exciting and I am ready to start this project immediately. Python, Django, Yolo, Jupyter Notebook,Machine Learning, Flask, Pytorch, Computer vision, OpenCV, Image/Video Watermarking, Algorithm, Javascript, C++, C#, Git Let's discuss further via chat. Looking forward to your response! Victor
$500 USD in 5 days
5.0 (2 reviews)
2.9
2.9
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How are you? I hope this proposal finds you in good spirits and ready for some fun! I have extensive skills at Multimodal, Pytorch, Tensorflow, Python and Generative Adversarial Network We are thrilled to submit a bid proposal for the fine-tuning of the GPT-3.5. So, let's dive into the world of GPT and make it even more awesome! I am a professional AI expert with strong experience in this field with OpenAI's GPT models, ChatGPT, Bard and LLaMA. I have already developed many many GPT projects including Slack Bot, Legal Consulting Bot for some Companies suing Open AI' GPT-3.5-turbo-16k and Whisper and fine tuned models of Hugging Face. I mastered HTML, Python, Java, JavaScript, PHP and have also strong expertise in Self-driving, Object Detection/Tracking using yolov series and OpenCV and Image recognition/classification, Image generation and segmentation using deeplearning like deeplab, u2net and so on. I have checked your links very carefully, so I am confident in your work, and can fine tune GPT-3.5 with your own data. I am excited about the opportunity to contribute to your project. My passion for emerging technologies, combined with my strong technical skills, make me a valuable asset to you. Thank you for considering my application. I look forward to the opportunity to discuss how I can contribute to your success. Sincerely
$500 USD in 7 days
5.0 (1 review)
2.6
2.6
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Hi, I'm a senior programmer in Python and AI. I read the job details extremely carefully. I think I can help you to complete your project with my rich knowledge and experience. I'm ready to do it now. Should you require further assistance, feel free to contact me.
$500 USD in 20 days
5.0 (10 reviews)
2.7
2.7
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I am a data scientist with 2.5+ years of relevant experience and extensive knowledge of Python, NumPy, Pandas, PyTorch, Keras, sci-kit-learn, and TensorFlow. I have successfully implemented object detection algorithms using Yolo v5, and image classification problems using VGG16, ResNet, and complex CNN architectures. I have also worked on projects like a Multi-Doc QA system using OpenAI embeddings and GPT3 and retrieving relevant questions and answers to a user's query using OpenAI embeddings deployed on Azure App services for a Dubai-based client on a very stringent timeline of 1 week. I have experience working on different GenAI tools such as GPT3.5/GPT4, llama2-7b in delivering industry grade projects. I can implement multimodal model for accurately classifying emotions from IEMOCAP dataset that meets the project requirements within 7 working days. I can provide well-documented Python scripts and other code documentation as needed. I am dedicated to delivering high-quality work that exceeds expectations, and I believe my skills and experience make me a great fit for your project.
$450 USD in 7 days
4.9 (2 reviews)
2.7
2.7

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Flag of SAUDI ARABIA
Riyadh, Saudi Arabia
5.0
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Member since Sep 5, 2015

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