Voice AI Is Moving Beyond Audio Transcription

In this episode, Carter Huffman, CTO and co-founder of Modulate, joins AI journalist Craig Smith to break down how real-time voice intelligence is unlocking an entirely new layer of AI, one that goes far beyond audio to text transcription.

68-minute episode
Discover a new AI architecture built for voice
See how AI for audio use cases is evolving
Inside the Technology: Real-Time Audio Intelligence
Runtime: 68 minutes
Traditional AI transcription misses out on context
Specialized Ensemble Architectures Beat Foundation Models for Voice
Real-Time Voice Intelligence Unlocks High-Impact Applications
Your speakers

Meet the voices behind the conversation

Guest
Carter Huffman
CTO & Co-founder, Modulate
Host
Craig Smith
Founder, Eye on AI
Latest Episode
“If you're taking like half a second to decide which model to route this data to, you've already lost on latency.”

In this episode, Carter breaks down how modern audio analytics and conversational AI systems can extract intelligence directly from live voice conversations instantly and at scale.

You’ll learn how AI for audio is powering:
● Real-time voice moderation in online games
● Automated speech emotion recognition
● Fraud detection and scam prevention
● Deepfake voice detection
● Sentiment analysis for financial markets
● Enterprise audio analytics and conversational insights

“You don’t just want a transcript of what’s being said — you want to really understand what’s going on.”

— Carter Huffman

Key Takeaways

Why this episode matters for your team

For years, voice AI meant speech-to-text transcription. Today, it means something much bigger.

Redefine What “Voice AI” Actually Means

Most of the market still equates voice AI with speech-to-text and transcription. This episode explains why that layer is becoming commoditized — and why the real opportunity is in real-time conversational intelligence

Discover a Scalable Alternative to Foundation Model Monoliths

Instead of defaulting to ever-larger foundation models, Modulate is pioneering a dynamic ensemble-of-ensembles architecture.

Unlock a Massive, Under-Analyzed Data Layer

Tens of billions of digital voice conversations happen daily. Almost none are deeply analyzed beyond transcription.

Execute Real-World Deployment at Massive Scale

Analyze behavior across millions of hours of concurrent conversations. Learn how an ensemble model AI achieves ultra-low latency under distributed system constraints.

Interested in more insights from Modulate?

Discover more conversations that decode modern voice AI challenges.

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