bigru-model

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AcSsalazar / The-Color-of-Emotions

Full academic guidance for building your own speech recognition model from scratch.

machine-learning deep-learning pytorch speech-recognition fast-fourier-transform spectrogram convolutional-neural-networks confusion-matrix speech-emotion-recognition torchaudio mel-spectrograms torchvision short-time-fourier-transform weights-and-biases bigru cochlear-models bigru-model

Updated Jun 9, 2026
Jupyter Notebook

yashasvitomar18 / NeuroSense

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Emotion Classification is a Natural Language Processing (NLP) project that uses a BiGRU (Bidirectional Gated Recurrent Unit) deep learning model to identify the emotion expressed in a given text. The text is first tokenized and converted into numerical sequences, then padding is applied so that all inputs have the same length.

deep-learning gru bigru-model

Updated Sep 29, 2026
JavaScript

Dochikhoa2006 / Sentiment-Analysis-Extended-RNNs

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Applying Extensions of Bidirectional RNN for Amazon App Store Reviews' Sentiment Multi-Classification

heatmap exploratory-data-analysis cross-validation confidence-intervals confusion-matrix amazon-web-services tokenization bidirectional-rnn gaussian-distribution adam-optimizer rnns softmax-layer fasttext-embeddings bilstm-model bigru-model sparse-categorial-crossentropy masking-layer

Updated Oct 7, 2026
Python

Priyankshu-07 / VOX

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VOX is a lightweight, localized Natural Language Understanding (NLU) engine designed for last-mile delivery applications. It processes voice commands spoken in code-mixed Hinglish directly on-device, removing dependencies on cloud networks.

javascript python dockerfile typescript pytorch fastapi onnxruntime bigru-model

Updated Oct 1, 2026
Python

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