What We Research

We study synthetic speech detection across diverse voice generation systems, recording environments, and real-world conditions.

Explore Our Research Findings →
Research Focus Areas

Research areas focused on improving synthetic speech detection under practical conditions.

Focus 01
Generalization

Can detection systems identify synthetic speech generated by models they have never encountered before?

Focus 02
Robustness

How does performance change under compression, noise, and low-quality recordings?

Focus 03
Real-World Deployment

How can detection systems remain useful outside controlled laboratory environments?

Focus 04
Emerging Threats

Monitoring advances in voice cloning and synthetic media capabilities.

Evaluation Philosophy

We evaluate detection performance across commercial systems, open-source models, benchmark datasets, and real-world recordings.

Evidence-Based Development

Engineering decisions are based on measurable evaluation results.

Continuous Benchmarking

Models are tested regularly against new datasets and recording conditions.

Independent Validation

Performance is measured on separate evaluation data to better estimate generalization.

Practical Testing

Testing emphasizes realistic recording conditions rather than ideal laboratory audio.

System Evaluation Tracks

Testing includes a range of speech generation methods and recording conditions to reduce overfitting.

Testing Array Evaluation Status
Commercial Voice Models Ongoing
Open-Source Models Ongoing
Benchmark Datasets Ongoing
Meeting & Recorded Audio Ongoing
Research Roadmap

Current areas of development.

Current
Improving robustness under live communication conditions.
Current
Expanding evaluation across additional datasets.
Current
Improving generalization to unseen models.
Future
Improving real-time performance.
Future
Expanding platform integrations.
Future
Supporting additional languages and accents.
Future
Continuing public evaluation and benchmarking.
Have a Research Question?

If you are coordinating an evaluation framework, exploring acoustic benchmarks, or have technical inquiries, reach out to our team.