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Quora-Duplicate-Question-Pair
Quora-Duplicate-Question-Pair PublicThis project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest…
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Face-Recognition-attendance-system
Face-Recognition-attendance-system PublicThis is a face recognition attendance system using python libraries, such as opencv, numpy, face recog, cmake and datetime
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Audio-classification-using-Python-Library
Audio-classification-using-Python-Library PublicThis is a audio classification Project using python Libraries such as librosa to make the visual representation of the audio files, and using numpy to make array of data for manipulation and then e…
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Text-Summarization-fine-tuning-pegasus-model
Text-Summarization-fine-tuning-pegasus-model PublicThis project uses the Pegasus model to generate concise, coherent text summaries. Fine-tuned on large datasets, it excels in abstractive summarization, ideal for automating tasks like summarizing a…
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Speech-Recognition-using-TDNN-and-Data-Augmentation
Speech-Recognition-using-TDNN-and-Data-Augmentation PublicDeveloped a speech recognition system using TDNN, preprocessing audio, extracting MFCC features, and training the model. Fine-tuning with augmented data (19,000 rows) improved accuracy from 9% to 8…
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