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Generate High-Quality Audio with Voxtral Small 24B 2507

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Created by: Yaron Been || yaron-nofluff

Yaron Been

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Last update a month ago

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Generate High-Quality Audio with Voxtral Small 24B 2507

This workflow integrates the notdaniel/voxtral-small-24b-2507 model from Replicate to generate audio content from provided inputs. It handles API authentication, creates predictions, polls until completion, and outputs the final generated audio file.

⚡ Section 1: Trigger & Authentication

  • 🔘 On clicking 'execute' → Manually starts the workflow.
  • 🔑 Set API Key → Stores your Replicate API key to authenticate requests.

Benefit: Securely connects your workflow to Replicate’s API and ensures only authorized requests are made.

🎛️ Section 2: Create Prediction

  • 🌐 Create Prediction → Sends a request to Replicate’s API with parameters like:

    • audio: Input audio file (e.g., a reference sample).
    • max_new_tokens: Maximum number of tokens to generate (controls audio length/complexity).

Benefit: Starts the audio generation process with configurable input and settings.

⏳ Section 3: Polling & Status Tracking

  • 🆔 Extract Prediction ID → Captures the unique prediction ID and endpoint for polling.

  • ⏱️ Wait → Pauses for 2 seconds before re-checking.

  • 📡 Check Prediction Status → Polls Replicate’s API to see if the audio generation is done.

  • ✅ Check If Complete →

    • If finished: moves forward to process results.
    • If not: loops back to wait and check again.

Benefit: Efficiently manages asynchronous audio generation, ensuring the workflow only proceeds when results are ready.

🎧 Section 4: Process Result

  • 📝 Process Result → Extracts and structures final output data:

    • status (success or failure)
    • output (raw response)
    • metrics (generation statistics)
    • timestamps (created and completed times)
    • audio_url (final generated audio link)

Benefit: Provides a clean, structured output that can be used in follow-up automations (e.g., sending audio to users, storing in a database, or sharing via email).

📊 Workflow Overview

Section Purpose Key Nodes Benefit
⚡ Trigger & Authentication Start workflow & authenticate Manual Trigger, Set API Key Secure execution
🎛️ Create Prediction Submit audio generation request Create Prediction Start model processing
⏳ Polling & Status Tracking Monitor prediction progress Extract Prediction ID, Wait, Check Prediction Status, Check If Complete Ensures reliable completion
🎧 Process Result Format and deliver output Process Result Clean audio result ready for use

✅ Final Benefits

  • 🔒 Secure authentication with Replicate
  • 🎛️ Flexible audio generation using voxtral-small-24b-2507
  • ⏳ Reliable polling until results are ready
  • 🎧 Clean and structured audio output