Deep Learning Software Engineer, PhD
NLPMetrics. Python code for various NLP metrics
169AMICorpusXML. Extracts Transcript and Summary (Abstractive and Extractive) from the AMI Meeting Corpus
57StackedDeBERT. Stacked Denoising BERT for Noisy Text Classification (Neural Networks 2020)
33wav2midi2wav. Extract the melody from an audio file and export to MIDI and back to wav
29Emotional-Video-to-Audio-with-ANFIS-DeepRNN. Emotional Video to Audio Transformation with ANFIS-DeepRNN (Vanilla RNN and LSTM-DeepRNN) [MPE 2020]
25PaperNotes. Important notes on scientific papers
21GeneticAlgorithm-SolarCells. Single and Multi-layer Solar Cell Thickness Optimization With Genetic Algorithm (Energies 2020)
13EmbraceBERT. Attentively Embracing Noise for Robust Latent Representation in BERT (COLING 2020)
8AnnotatedMV-PreProcessing. Pre-Processing of Annotated Music Video Corpora (COGNIMUSE and DEAP)
5ArXivAbsTitleDataset. Extract Abstract and Title Dataset from arXiv articles
5PhdThesis-LatexTemplate. LaTeX Template for KNU's PhD Thesis Document
4ML-Notebook. Machine Learning Notebook
3BEP-2014. Repository referent to the Basic Education Program (2014)
3PreSumm-AMICorpus-DialSum. BertSum model fine-tuned with AMI DialSum Corpus (Baseline)
2Scene2Wav. Emotional Scene Musicalization with Deep Neural Networks (MTAP 2020)
2FCECorpusXML. Converts FCE Corpus from XML to TXT format
2SplicerSpectrogram. Splices audio files and obtains their spectrogram
1flickrlabs. simple project using the public flickr api
1GeneticAlgorithm-1D. Simple Genetic Algorithm: 1D functions
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