Publications
Research from the SMCClab appears at leading venues across computer music, machine learning, and human–computer interaction — including NIME, CHI, ICASSP, Interspeech, ICML, AAAI, and Creativity & Cognition. Lab members (current and former) are shown in bold.
2026
- NIME A Web Interface for Real-Time Interaction with Machine Learning in Musical Performance
- ICASSP Beyond Video-to-SFX: Video to Audio Synthesis with Environmentally Aware Speech preprint
- NIME Opening the Design Space: Two Years of Performance with Intelligent Musical Instruments preprint
- AAAI SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing preprint
2025
- CHI A Musical Tension and Release Framework for Sonic Interaction Designers
- CHI AI See, You See: Human-AI Musical Collaboration in Augmented Reality
- NIME Exploring the Impact of Spatial Awareness on Large-Scale AR DMIs
- NIME Luna: An AR Musical Instrument on the Meta Quest 2
- C&C Seeing the Sound: Supporting Musical Collaboration with Augmented Reality
- NIME Touching Wires: Tactility and a Quilted Musical Interface for Human-AI Musical Co-Creation
2024
- Digital Creativity Breaking from realism: exploring the potential of glitch in AI-generated dance
- Interspeech HybridVC: Efficient Voice Style Conversion with Text and Audio Prompts preprint
- ICML Latent Optimal Paths by Gumbel Propagation for Variational Bayesian Dynamic Programming preprint
- OzCHI Scenario-Based Design to Envision How GenAI Can Support Sound Design Practices
- ICASSP SoundLoCD: An Efficient Conditional Discrete Contrastive Latent Diffusion Model for Text-to-Sound Generation preprint
- Audio Mostly Tonal Cognition in Sonification: Exploring the Needs of Practitioners in Sonic Interaction Design
2023
- Proceedings of the 4th International Symposiu… Composing Interface Connections for a Networked Touchscreen Ensemble preprint
- C&C Embodying an Interactive AI for Dance Through Movement Ideation
- NIME Mobility, Space and Sound Activate Expressive Musical Experience in Augmented Reality
2022
- 2022 IEEE Conference on Virtual Reality and 3… Augmenting Sculpture with Immersive Sonification
- 2022 IEEE Conference on Virtual Reality and 3… Designing Sound Synthesis Interfaces for Head-mounted Augmented Reality
- CHI GenAICHI: Generative AI and HCI
- Joint Proceedings of the ACM IUI Workshops 2022 Performing with a Generative Electronic Music Controller preprint
2021
- AAAI An Application for Evolutionary Music Composition Using Autoencoders
- Evolutionary Computation Environmental Adaptation of Robot Morphology and Control through Real-world Evolution preprint
- AAAI Exploring the Effect of Sampling Strategy on Movement Generation with Generative Neural Networks
- C&C Learning Embodied Sound-Motion Mappings: Evaluating AI-Generated Dance Improvisation
- Nature Machine Intelligence Real-world embodied AI through a morphologically adaptive quadruped robot video
This list is generated from our public BibTeX record. A fuller record including creative works, software, and talks is on Charles Martin's site and Google Scholar.