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Emotion detection from hindi speech

₹1500-12500 INR

Lezárt
Kiadva ekkor: több mint 2 évvel ezelőtt

₹1500-12500 INR

Teljesítéskor fizetve
I want to develop code to do emotion detection on speech by training a model by pre-processes the test voice signal, extract selective MFCC, LPC, pitch, and voice quality features, then classify the speech using Catboost. Step 1. Read each file with different sentiments and languages Step 2. Filter the voices. We removed blanks Step 3. Extract LPC and MFCC features. Calculate Pitch. Club them all as features Step 4. Features satisfying a threshold are retained Step 5. Assign labels to features as per the sentiment in the voice Step 6. Design a Catboost model having relevant parameters Step 7. Using features and labels train the model Step 8. To predict the sentiment Take a new voice for output Repeat steps 2 through 4 Run the model with the new features to predict the sentiment We used Catboost to extract the categorical features and to predict the sentiments from voices. A detailed description is there in the attached research paper. All these algortithms need to be implemented. Datasets to be prepared using dialogues from movies.
Projektazonosító: 31487703

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Aktiválva: 2 évvel ezelőtt

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5 szabadúszó adott átlagosan ₹6 150 INR összegű árajánlatot erre a munkára
Felhasználó avatár
I am an experienced IT professional and a Data Science practitioner. Your job caught my eye and looks to be quite interesting to me. I have developed various algorithms pertaining to ML/DL/NLP/Computer Vision from exploratory data analysis (EDA) to model building till deployment. I have good hands-on experience in python, TensorFlow and have extensively used GPU for ML model training and performance evaluation. I am new in Freelancer.com and I am confident that I will be able to help you by developing a ML model for emotion detection in Hindi speech as per your requirement. Notable Projects successfully completed: - Image Search - Image Classification - Microsoft malware prediction - Weekly sales forecasting (Amazon) - Real-time Object detection and tracking - Telecom network Anomaly detection - Text classification using Word2Vec, TFIDF, BERT - OCR image recognition and text extraction - Conversational AI Chatbot (WhatsApp Bot) Relevant Skills: - Advanced Excel - Python - Keras - TensorFlow - Google Colab - OpenCV - Tableau - DialogFlow Let's have a a quick chat to understand the scope of work and take it forward. I can assure you the best quality results and ensure that customer is fully satisfied with the deliverable. Looking forward to hearing from you soon. Thanks for the opportunity.
₹8 000 INR 7 napon belül
5,0 (15 értékelés)
6,1
6,1
Felhasználó avatár
Hi, I have extensive experience working with Python and machine learning. I can do task within budget and timeline. I have done similar projects before so can definitely help you out. Please ping me to discuss further.
₹10 000 INR 5 napon belül
0,0 (1 értékelés)
1,6
1,6
Felhasználó avatár
We have Al & Data Science, Django team who are highly experienced in Machine learning and Deep Learning and can deliver products as per your requirements. We have done many real time projects like Semantic search engine, Image Captioning, Chatbots, Semantic Segmentation for self driving cars We have expertise in Python3, OCR, tensorflow, keras, NLP, Image and Video Processing, Flask, Docker, kubernetes & Streamlit. We assure you that the product will be delivered in time without any issues. Hope to hear from you soon. Thank you.
₹4 000 INR 2 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
expert in hindi typing hii I'm ritik Sharma I'm a digital marketer , I've 6month experience to work with you....
₹1 749 INR 3 napon belül
0,0 (0 értékelés)
0,0
0,0

Az ügyfélről

SWEDEN zászlója
PANIPAT, Sweden
5,0
1
Fizetési mód hitelesítve
Tagság kezdete: szept. 28, 2019

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