# Oto — Give every moment its sound. | Hanzo Creative AI

> Film Foley, immersive sound effects, environmental audio and synchronized scene sound. Request research access and studio workflows.

Hanzo / Oto · FoleyProprietary Foundation · Private Weights

# Give every moment its sound.

Film Foley, immersive sound effects, environmental audio and synchronized scene sound.

[Request Access](https://hanzo.ai/research-access?models=oto)[Studio Workflows](#studio)[Enterprise Infrastructure](#infrastructure)

Model ID: `oto-1`

Synchronous Action

Environmental Ambience

Creature Design

HANZO STUDIO · OTO

48 kHz · 24-bit FLAC · Sample-Accurate

Synchronous Action · Verified Plate OutputSample-Accurate Kinetic Impacts“High-impact cinematic footsteps, metallic mechanical latches, and synchronized cloth foley aligned to video frames.”

0.00ms Video-to-Audio Drift

studio.hanzo.ai / oto · oto-1

CONFIDENTIAL INFERENCE · FOLEY

LIVE SOUNDSTAGE PIT · CAM 01

48 kHz / 24-BIT FLAC

TRANSIENT PERCUSSION · 00:01.12CONTACT SYNC: 0.00ms

Soundstage Props & Kinematics (Trigger to Sync)🥁 Acoustic Drumming & Floor Impacts

98.4 dBA · 00:01.12

👟 Gravel Footsteps (120 BPM)

74.2 dBA · 00:02.40

🔐 Heavy Vault Door Latch

92.1 dBA · 00:03.85

🌧️ Rain on Stained Glass

62.8 dBA · 00:05.10

DAW MULTI-CHANNEL BUS

PEAK: -1.2 dBFS · LUFS: -16.4

Direct Prop Spot Mic92%

Foley Pit Room Atmos78%

Sub-Harmonic Exciter (40Hz)88%

Ribbon High Air Texture60%

FREQUENCY SPECTRUM · Birch Mallets on Resonant Mahogany Stage Pit

DOLBY ATMOS · 96kHz / 32-BITHanzo Oto-1 Neural Foley Engine

Synchronous FoleyImpacts & StepsSample-Accurate

Environmental AmbienceSpatial ReverbB-format Ambisonics

Master OutputLossless FLAC96kHz / 24-bit

Interactive canvas rendered in Hanzo Studio graph mode. High-throughput generation available on Hanzo Cloud.[Request Private Quota](https://hanzo.ai/research-access?models=oto)

Enterprise Infrastructure

## Production Platform & Dedicated Compute for Oto

Deploy Oto (oto-1) with sovereign GPU enclaves, zero customer data retention, real-time Hanzo Studio nodes, and high-throughput OpenAI-compatible endpoints.

Dedicated Compute · Hanzo CloudSovereign Enclave

## oto-1 Dedicated Cluster

Hardware: NVIDIA H100 / B200 Confidential ComputingIsolated enterprise inference clusters with sub-second time-to-first-chunk, guaranteed IOPS, and strict zero-data retention agreements for studio intellectual property.Zero customer data retention or public weight leakage

Dedicated enterprise throughput with committed SLAs

OpenAI-compatible REST and bidirectional streaming WebSocket API

[Platform Console](https://platform.hanzo.ai)[Request Production Quota](https://hanzo.ai/research-access?models=oto)

Studio Workflow Integrationstudio.hanzo.ai

## Hanzo Studio Native Node

Deployment: Visual Node Graph & TimelineFirst-class generative node in Hanzo Studio. Connect prompt generators, audio sync markers, keyframe animatics, and 3D camera paths directly in the node graph.Visual node editor with live parameter modulation

Lossless pipeline export: OpenUSD, GLTF, ProRes, 24-bit FLAC

Custom LoRA adapter slots and fine-tuning checkpoints

[Explore Hanzo Studio](https://hanzo.ai/studio)

#### Enterprise Production & Governance Specification

Operational Parameter

Enterprise Standard

Studio Commitment

Model Class & Version

`oto-1`

Proprietary Commercial Architecture

Hardware Isolation

Confidential GPU Enclave

Zero multi-tenant memory sharing

Data Retention

Zero Data Retention (ZDR)

Zero training on customer assets

Commercial Rights

Worldwide Perpetual License

100% customer ownership of generated media

Inference Delivery

REST / WebSocket / gRPC

Sub-second streaming latency

Studio Tooling

Hanzo Studio Graph Mode

Direct native node integration

Capabilities

## Production Creative Capabilities in Oto

Engineered for high-throughput studios, VFX supervisors, and generative artists requiring deterministic creative control.

01

### Timeline-Synchronized Foley

Aligns transient sound impacts, footsteps, collisions, and cloth rustle to video frames down to millisecond precision.✦ < 10 ms transient sync accuracy

02

### Acoustic Room Impulse Modeling

Automatically matches early reflections, reverberation decay, and high-frequency absorption to physical scene geometry.✦ Physics-grounded impulse response

03

### Layered Multi-Stem Ambience

Generates isolated multichannel bed tracks: wind, urban traffic, foliage movement, room tone, and distant atmospheric cues.✦ 7.1 / Dolby Atmos bed stems

04

### Dynamic Mechanical & Impact Sound

Produces complex physical audio: vehicle engine load, firearm transients, glass stress fractures, and metallic resonance.✦ 24-bit / 48kHz broadcast audio

Plate Status & Verification

## Research Samples Forthcoming

In accordance with Hanzo’s transparent evaluation standards, output galleries are published only after rigorous human blind testing and studio-grade verification. We deliberately decline using generic stock assets or simulated media as claimed model outputs.

[Join Partner Evaluation Cohort](https://hanzo.ai/research-access?models=oto)[Read Research Methodology](https://blog.hanzo.ai)

Technical Notes

## Sovereign Architecture & Confidential Compute

How Hanzo secures private creative intelligence across training, quantization, and real-time generation.

#### Model Specifications

Sample Rate48 kHz / 24-bit uncompressed PCM

Channel FormatsMono, Stereo, 5.1, 7.1.4 Atmos beds

LatencyLow-latency timeline streaming

ConditioningText prompts, video timelines, audio guides

IntegrationHanzo Studio, Pro Tools / Reaper / Logic bridge

#### Security & Data Integrity

Continuous neural waveform diffusion operating at studio 48kHz / 24-bit PCM fidelity.

Trained on dedicated Foley stages with acoustic isolation and world-class microphones.

Weights are proprietary to Hanzo Cloud; private endpoints only with strict access tokens.

Features zero latency streaming decoders for live timeline scrub and interactive DAW playback.

Industry Use Cases

## Where Studios Deploy Oto

Designed to integrate seamlessly into existing production render pipelines and creative agency workflows.

Post-Production & Film

### Automated Foley Track Generation

Eliminate tedious manual spot-effects editing by synthesizing frame-aligned footsteps, props, and cloth movements.

Game Audio (Wwise / FMOD)

### Procedural Audio Asset Banks

Generate endless non-repeating variations of impact sounds, footsteps on varying surfaces, and weapon transients.

Virtual Worlds & Metaverse

### Spatial 3D Audio Environments

Bake realistic acoustic audio stems into virtual venues, architectural walkthroughs, and simulations.

Exclusive Research Intake

# Evaluate Oto in Your Studio

Apply for enterprise research access to test private checkpoints, integrate studio node workflows, and benchmark against production pipelines.

[Request Research Access](https://hanzo.ai/research-access?models=oto)[View All Models](https://hanzo.ai/models)
