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Model Details

  • Name: PlayAI Dialog
  • Model IDs: playai-tts, playai-tts-arabic
  • Version: 1.0
  • Developer: Playht, Inc
  • Terms and Conditions: Use of this model is subject to Play.ht's Terms of Service.

Model Overview

PlayAI Dialog v1.0 is a generative AI model designed to assist with creative content generation, interactive storytelling, and narrative development. Built on a transformer-based architecture, the model generates human-like audio to support writers, game developers, and content creators in vocalizing text to speech, crafting voice agentic experiences, or exploring interactive dialogue options.

Key Features

  • Creative Generation: Produces imaginative and contextually coherent audio based on user prompts and text
  • Interactivity: Supports dynamic conversation flows suitable for interactive storytelling, agent-like interactions, and gaming scenarios
  • Customizability: Allows users to clone voices and adjust tone, style, or narrative focus through configurable parameters

Model Architecture and Training

Architecture

  • Based on a transformer architecture similar to state-of-the-art large language models
  • Optimized for high-quality speech output in a large variety of accents and styles

Training Data

  • Sources: A blend of publicly available video and audio works, and interactive dialogue datasets, supplemented with licensed creative content and recordings
  • Volume: Trained on millions of audio samples spanning diverse genres, narrative, and conversational styles
  • Preprocessing: Involves standard audio normalization, tokenization, and filtering to remove sensitive or low-quality content

Evaluation and Performance Metrics

Evaluation Datasets

  • Internally curated audio and dialogue datasets
  • Human user feedback from beta testing in creative applications and testing

Limitations and Bias Considerations

Known Limitations

  • Cultural Bias: The model's outputs can reflect biases present in its training data. It might underrepresent certain pronunciations and accents.
  • Variability: The inherently stochastic nature of creative generation means that outputs can be unpredictable and may require human curation.

Bias and Fairness Mitigation

  • Bias Audits: Regular reviews and bias impact assessments are conducted to identify poor quality or unintended audio generations.
  • User Controls: Users are encouraged to provide feedback on problematic outputs, which informs iterative updates and bias mitigation strategies.

Ethical and Regulatory Considerations

Data Privacy

  • All training data has been processed and anonymized in accordance with GDPR and other relevant data protection laws.
  • We do not train on any of our user data.

Responsible Use Guidelines

  • This model should be used in accordance with Play.ht's Terms of Service
  • Users should ensure the model is applied responsibly, particularly in contexts where content sensitivity is important.
  • The model should not be used to generate harmful, misleading, or plagiarized content.

Maintenance and Updates

Versioning

  • PlayAI Dialog v1.0 is the inaugural release.
  • Future versions will integrate more languages, emotional controllability, and custom voices.

Support and Feedback

  • Users are invited to submit feedback and report issues via "Chat with us" on Groq Console.
  • Regular updates and maintenance reviews are scheduled to ensure ongoing compliance with legal standards and to incorporate evolving best practices.

Licensing

  • License: PlayAI-Groq Commercial License