The paper presents a synthetic speech detector called Patched Spectrogram Synthetic Speech Detection Transformer (PS3DT). The detector converts a time domain speech signal to a mel-spectrogram and processes it in…
Continue readingThis article focuses on the capabilities of transformer networks like ChatGPT and other Large Language Models (LLMs). These networks use an encoding vector to transform a complete input sequence, such…
Continue readingThe study presents a method of dynamically selecting layers in deep transformer networks to reduce the number of trainable parameters. This is achieved by employing Reinforcement Learning to decide whether…
Continue readingThis research paper delves into the theoretical aspects of Low-Rank Adaptation (LoRA), a prevalent technique for fine-tuning pre-trained models like large language models and diffusion models. Despite its practical success,…
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