vocabulary size,nlp
Number of unique tokens in model's vocabulary affects model size and coverage.
244 technical terms and definitions
Number of unique tokens in model's vocabulary affects model size and coverage.
Vocabulary is set of tokens model knows. Larger vocab = fewer tokens per word but bigger embedding table.
Voice agents combine ASR + LLM + TTS for spoken conversations. Latency is critical; optimize each component.
Voice assistant integration. Alexa skills, Google Actions.
Voice cloning replicates speaker voice from samples. Few-shot adaptation. Ethical considerations.
Generate speech in a specific person's voice from samples.
Voice conversion transforms speech from one speaker to sound like another while preserving linguistic content using acoustic modeling.
Customer requirements.
Process capability.
VoiceFilter uses reference speech to extract target speaker from audio mixtures.
Voiceflow designs conversational AI. Visual builder.
Identify defects in bond.
Empty space or bubble trapped in deposited film.
Voids forming in metal lines.
Air pockets in compound.
Organic compounds that evaporate.
Detect electrical state using SEM.
Voltage contrast imaging in SEM reveals floating or improperly biased conductors through secondary electron emission differences.
Isolated power domain at different voltage.
Run below safe voltage accepting errors.
Voltage scaling adjusts supply voltage trading performance for power consumption.
Measure supply voltage.
Electrical overstress.
Voltage testing stresses devices at extreme voltages revealing marginal failures.
Opacity at each point.
Volume perturbation randomly scales audio amplitude for robustness to volume variations.
Price based on order quantity.
Volume pricing provides discounts for larger orders reflecting economies of scale.
Integrate along rays.
Volume rendering integrates color and density along rays producing realistic images from volumetric data.
Render 3D scenes from learned representations.
Voting ensemble takes majority vote. Hard or soft voting.
Generate on voxel grids.
Represent 3D space as voxel grids.
Voyage AI provides specialized embeddings. Code, legal, etc.
Vanilla Policy Proximal Optimization is a simplified variant of PPO that removes unnecessary complexity while maintaining stable policy updates.
VQ-Diffusion for audio generates discrete tokens through denoising diffusion in codebook space.
VQ-VAE-2 uses hierarchical vector quantization for high-fidelity image generation.
Standard VQA benchmark.
VQGAN combines vector quantization with adversarial training for high-quality image synthesis.
Vector Quantized Voice Conversion uses discrete latent representations to enable many-to-many voice conversion with improved disentanglement.
Variational Recurrent Neural Network combines VAE with RNN for learning probabilistic latent dynamics.
VS Code is popular IDE. Many extensions for ML development.
Find security flaws.