Platforms
Expert Network
Build & Train AI
Vertical AI
Explore our full suite of AI platforms, data marketplaces, and expert services designed to build, train, fine-tune, and deploy reliable, production-grade AI systems at scale.
Platforms
Expert Network
Build & Train AI
Vertical AI
Platforms
Expert Network
Build & Train AI
Vertical AI
Explore our full suite of AI platforms, data marketplaces, and expert services designed to build, train, fine-tune, and deploy reliable, production-grade AI systems at scale.
Platforms
Expert Network
Build & Train AI
Vertical AI
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Speech & audio
The proving ground
for audio intelligence
We test how AI models understand sound, engage in conversations, and perform across languages and dialects.
The hidden infrastructure behind world-class AI models
The hidden infrastructure behind world-class AI models
The hidden infrastructure behind world-class AI models
Featured work
Three benchmarks
Three benchmarks
MedMosaic
Built to find where audio AI breaks, these benchmarks test leading models from Google, OpenAI and others on medical reasoning, live voice agents and unified audio.
MedMosaic
A challenging large-scale benchmark of diverse medical audio.
Weighted-average accuracy · 13 systems
GoogleAlibabaOpen / academic68.1Gemini 2.5 Pro60.5Gemini 2.5 Flash42.8Qwen-Omni 7B42.1Gemma 3n 8B41.0DeSTA 2.538.6Baichuan-OmniDuplexWorld
Can voice agents help you get through the day?
Agentic capability · Pass@1 · six worlds
xAIOpenAIGoogleAmazon0.490Grok Voice0.433GPT-Realtime 2.10.398Gemini 3.1 Live0.188GPT-RT 2.1 mini0.011Nova 2 SonicTORUS
A test of rendering–understanding self-coherence.
Self-coherence · all 432 questions
Open / academic63.2Cascade50.5Audex-30B42.8Audio-Omni35.4Audex-2B23.4UniAudio-221.8Unified-IO 2
Research areas
Six areas of speech and audio research.
Six areas of speech and audio research.
Audio reasoning,
From audio reasoning and voice agents to unified audio models, audio safety, multilingual speech and speech enhancement. Select an area to see its papers.
From audio reasoning and voice agents to unified audio models, audio safety, multilingual speech and speech enhancement. Select an area to see its papers.
Audio reasoning
The ability of models to draw inferences from sound, answering questions that depend on what is heard, not only what is said, across speech, environmental sound and music.
MedMosaic · SEABED · CaReCoS · AudioLoop
Voice agents
Spoken-language systems that hold real-time conversations and complete tasks on a user’s behalf, combining speech recognition, reasoning, tool use and speech synthesis.
DuplexWorld
Unified audio models
Single models that both understand and generate audio: transcribing, describing, synthesising and editing speech, sound and music within one architecture.
TORUS
Audio safety
The study of risks in speech and audio systems (bias, misuse, spoofing and harmful outputs) and the methods used to measure and reduce them.
Voice or Stereotype?
Internationalization
Making speech and audio technology work across languages, dialects and accents, so performance holds beyond a handful of high-resource languages.
SEABED · AAE-ICL
Speech enhancement
Techniques that improve the quality and intelligibility of speech by reducing noise, reverberation and distortion in recorded or live audio.
Speech Enhancement from Imperfect Transcriptions
Research papers and publications
Advancing AI Research
Advancing AI Research
Through science and real-world impact.
Through science and real-world impact.
Our research examines the challenges and opportunities shaping AI—from model evaluation and safety to benchmarking and real-world performance.
Our research examines the challenges and opportunities shaping AI—from model evaluation and safety to benchmarking and real-world performance.
SEABED: SouthEast Asian Benchmark for Evaluating Audio Reasoning
Sep 18, 2026
Voice or Stereotype? Disentangling Acoustic and Content-Based Gender in Speech-to-Speech Models
Sep 8, 2026
DuplexWorld: Can voice agents help you get through the day?
Aug 11, 2026
TORUS: A Test of Rendering-Understanding Self-Coherence for Unified Audio Models
Jul 30, 2026
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