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Model infoModelsSnapshot: 15 Oct 2026

Meta / Voicebox

Voicebox Multilingual · VB-Multi

Multilingual non-autoregressive speech infilling and synthesis across six audiobook languages, including cross-lingual style transfer.

restrictedClosed weightsSpeech generationAudio processing
Official documentation (opens in a new tab)Reviewed 13 Oct 2026
9 of 19 specification fields collected
Context windowNot collectedAwaiting source review
Maximum outputNot collectedAwaiting source review
Input billingNot collectedMeta · research reference
Output billingNot collectedNo inferred price

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Context / input limit
Not collected
Maximum output
Not collected
Reasoning
Not collected
Tool calling
Not collected
Structured output
Not collected
Streaming
Not collected
Batch processing
Not collected
Fine-tuning
Not collected
Knowledge cutoff
Not collected
Release date
2023-06-16Source for Release date (opens in a new tab)

Research disclosure date, not general API or weight availability.

Parameters
330M acoustic model; 34M duration model; separate 13M HiFi-GAN vocoderSource for Parameters (opens in a new tab)

Component counts are explicitly scoped rather than reported as a rounded total.

Architecture
Non-autoregressive flow-matching audio infilling; 24-layer transformer with ALiBi and symmetric skip connectionsSource for Architecture (opens in a new tab)
Languages
English, French, German, Spanish, Polish, PortugueseSource for Languages (opens in a new tab)
Context caching
Not collected

No model-specific inference service or discounted prompt-cache contract is established for these research weights.

outputSampleRate
16 kHz waveform via HiFi-GANSource for outputSampleRate (opens in a new tab)
Published training data
50,000 hours of audiobooks across six languagesSource for Published training data (opens in a new tab)
speechTasks
Zero-shot text-to-speech, Style transfer, Transient noise removal, Spoken-content editing, Diverse speech samplingSource for speechTasks (opens in a new tab)

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

Meta · research reference

Provider source (opens in a new tab)
API model ID
Not collected

Descriptive catalog identity, not a verified selectable API ID.

Access
Research paper and audio samples only; Meta explicitly withholds the original model and code.
Regions
Research deployment only; public availability and residency are not established

Endpoint pricing has not been collected. Check the provider for applicable rates.

Data & enterprise terms

The cited research release does not supply a current production processing/retention agreement. Research access or an expired demonstration is not a production API entitlement.

Read the service policy (opens in a new tab)

Caching

Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.

01 / INITIAL INPUTProcess & retain

The system processes eligible input and retains reusable state.

02 / LATER REQUESTCheck available state

Reuse depends on matching input, session state and the cache policy.

03 / CACHE HITReuse & generate

Reusing state can reduce repeated work. Any charges follow the billing rules below.

Meta · research reference

Not verified

No published service cache policy for this research record.

How it works
Not collected

No published service cache policy for this research record.

Minimum reusable input
Not collected

No published service cache policy for this research record.

Lifetime & refresh
Not collected

No published service cache policy for this research record.

How to enable it
Not collected

No published service cache policy for this research record.

Usage fields
Not collected

No published service cache policy for this research record.

Billing rules
Not collected

No published service cache policy for this research record.

Limits & data boundaries
Not collected

No published service cache policy for this research record.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

What the measurements say

No benchmark observations have been added for this model. We do not turn a vendor description into a performance score.

Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.

The record behind the model

Why it is included

Meta explicitly states that Voicebox model weights and code are not being made public in its research release. This record identifies the original VB-En or VB-Multi model in the paper, not a third-party recreation or another product named Voicebox.

Classification evidence (opens in a new tab)

Lifecycle dates

Research model disclosed16 Jun 2023Source (opens in a new tab)

Sources reviewed