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Partnership on AI is a collaborative organization founded to promote responsible development and use of artificial intelligence. It brings together diverse stakeholders from academia, industry, and civil society to address ethical, social, and technical challenges related to AI.
Riva is an AI software development kit by NVIDIA designed for real-time speech recognition, speech synthesis, and language translation. It leverages deep learning models optimized for NVIDIA GPUs to provide low-latency, high-accuracy speech and language processing capabilities for various applications.
Speech recognition is the technology that enables machines to identify and process human speech into a machine-readable format. It involves converting spoken language into text or commands using algorithms and acoustic models.
JAX is an open-source machine learning framework developed by Google that provides high-performance numerical computing with automatic differentiation and Just-In-Time compilation. It is widely used for research and development in deep learning and scientific computing.
Low-rank adaptation (LoRA) is a technique in machine learning that enables efficient fine-tuning of large pre-trained models by introducing low-rank updates to model parameters. It reduces computational and storage costs while maintaining performance, particularly in natural language processing and computer vision tasks.
Neural circuit policies are frameworks in machine learning that incorporate principles from biological neural circuits to create interpretable and efficient control systems. They enable transparent decision-making in autonomous systems by mimicking the structured dynamics of neural pathways.
MelGAN is a neural vocoder designed for efficient and high-quality speech synthesis. It utilizes generative adversarial networks to convert mel-spectrograms into audio waveforms in real-time.
Zero-shot TTS (voice cloning) is a speech synthesis technique that enables generating natural-sounding speech in a new speaker’s voice without requiring prior training on that speaker’s data. It leverages machine learning models to generalize across voices, enabling rapid voice cloning from minimal audio samples.
John Searle is a prominent American philosopher known for his work in philosophy of language, mind, and social philosophy.
Neural relational inference for dynamics is a machine learning approach that models the underlying relational structure and interactions within dynamic systems. It leverages neural networks to infer latent graphs representing relationships between entities to predict system evolution over time.