Project
A collection of machine learning and AI research projects focusing on AI Alignment, Efficient ML, and Speech Processing.
Topic
An open-source project exploring reinforcement learning techniques to boost reasoning capabilities in small large language models.
PythonPyTorchvLLMHugging Face
Reinforcement LearningMachine LearningLarge Language ModelsReasoning
An educational project featuring Jupyter notebooks to implement and understand machine learning algorithms from scratch.
PythonJupyterNumPyPandasScikit-learnMatplotlib
Machine LearningEducationAlgorithms
VITS-Japanese: Text-to-Speech for Japanese
April 2, 2025An implementation of VITS for Japanese text-to-speech, enabling single-stage training and parallel sampling.
PythonPyTorchNumPyTorch
Text-to-SpeechMachine LearningNatural Language Processing
NeurIPS LLM Efficiency Challenge 2023
November 15, 2023Top 3 finish in NeurIPS 2023 LLM Efficiency Challenge, developing highly efficient LLMs under strict computational constraints.
PythonPyTorchQLoRATransformersPEFT
Large Language ModelsCompetitionEfficiency
Grapheme-to-Phoneme (G2P) Conversion
June 1, 2022Sequence-to-sequence model with attention mechanism for converting written text to phonetic representations.
PythonPyTorchSequence-to-SequenceAttention Mechanism
Speech ProcessingDeep LearningNLP