11 papers
MusiChat: Vibe Composing for Music Creation
Callie C. Liao, Duoduo Liao, Ellie L. Zhang
Recent advances in AI music generation have enabled users to create complete musical pieces from natural-language prompts. However, most existing systems follow a prompt-and-regene…
Data-Driven Assessment of Concrete Slab Integrity via Impact-Echo Signals and Neural Networks
Yeswanth Ravichandran, Duoduo Liao, Charan Teja Kurakula
Subsurface defects such as delamination, voids, and honeycombing critically affect the durability of concrete bridge decks but are difficult to detect reliably using visual inspect…
Dynamic Multi-Species Bird Soundscape Generation with Acoustic Patterning and 3D Spatialization
Ellie L. Zhang, Duoduo Liao, Callie C. Liao
Generation of dynamic, scalable multi-species bird soundscapes remains a significant challenge in computer music and algorithmic sound design. Birdsongs involve rapid frequency-mod…
MusicAIR: A Multimodal AI Music Generation Framework Powered by an Algorithm-Driven Core
Callie C. Liao, Duoduo Liao, Ellie L. Zhang
Recent advances in generative AI have made music generation a prominent research focus. However, many neural-based models rely on large datasets, raising concerns about copyright i…
FinVet: A Collaborative Framework of RAG and External Fact-Checking Agents for Financial Misinformation Detection
Daniel Berhane Araya, Duoduo Liao
Financial markets face growing threats from misinformation that can trigger billions in losses in minutes. Most existing approaches lack transparency in their decision-making and p…
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis
Callie C. Liao, Duoduo Liao, Sai Surya Gadiraju
The rise of Multi-Agent Systems (MAS) in Artificial Intelligence (AI), especially integrated with Large Language Models (LLMs), has greatly facilitated the resolution of complex ta…