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LuluW8071 / ASR-with-Speech-Sentiment-and-Text-Summarizer

Automatic Speech Recognition with Speech Sentiment Analysis & Text Summarizer(in-progress)
GNU General Public License v3.0
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🎙 ASR Base NeuralNet Model #8

Closed LuluW8071 closed 1 week ago

LuluW8071 commented 2 weeks ago

A Base Model for ASR

LuluW8071 commented 2 weeks ago

Network Architecture: 1 CNN1D -> MLP -> 2 LSTM

Started to decode after changing MelSpec Transform to (sample_rate=16000, n_mels=128, hop_length=350, n_fft=1024) Performed better on 3e-4 learning rate

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LuluW8071 commented 1 week ago

Changed to BiLSTM for faster convergence