Irodori-TTS — A Flow Matching-based Text-to-Speech Model with Emoji-driven Style Control
Emotion-driven Style Controlを使用してテキストから声の変換が実行され、感情のあるテキストをエモタイザブルな声に変換することが可能になります。
テキスト-to-声の変換
MLINFO COLLECTION
生成AI
記事一覧
2 / 3Valid Early Detection of Memorization in Diffusion Models
Diffusion models can sometimes reproduce examples from their training data, a phenomenon known as memorization. Existing memorization detection methods for unconditional diffusion models typically…
generative-ai
A Measure-Geometric Theory of Robustness in Machine Learning
This paper develops a foundational measure-geometric theory of robustness in machine learning. Robustness is formulated as escape from a retained task state relative to a reference measure on a…
generative-ai
Echo: Coupled Action and Task Status Signal Denoising for Vision Language Action Models
Recognizing task completion and failure enables robots to stop upon success and initiate recovery or replanning after failure. Existing methods augment Vision Language Action (VLA) policies with task…
generative-ai
Echo: Coupled Action and Task Status Signal Denoising for Vision Language Action Models
Recognizing task completion and failure enables robots to stop upon success and initiate recovery or replanning after failure. Existing methods augment Vision Language Action (VLA) policies with task…
generative-ai
VecTile: A Low-Cost Flexible Tactile Array for 3-DoF Force Sensing
Tactile sensing provides robots with contact information difficult to obtain from vision alone. Shear force is particularly important for understanding tangential contact, guiding corrective motions,…
generative-ai
Subgoal-aware Memory Graph for GUI Agent
GUI agents aim to automate complex user tasks by interacting with mobile interfaces, but ef- fective decision-making in long-horizon set- tings requires reusing prior experience rather than relying…
generative-ai
SetCommit: Coordinated Token Commitments for Few-Step Diffusion Language Model Decoding
Diffusion language models generate multiple token positions in parallel, but few-step decoding makes parallel commitment difficult: tokens that appear reliable individually may be jointly…
generative-ai
Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos
Recent advances in video generation have made synthetic videos increasingly realistic, placing greater demands on reliable AI-generated video detection. Existing artifact-based detectors typically…
generative-ai
wunjo.wladradchenko.ru — Wunjo Make: Face Swap, Lip Sync, Control Remove Objects & Text & Background, Restyling, Audio Separator, Clone Voice, Video Generation. Open Source, Local & Free.
Wunjo Make: Face Swap, Lip Sync, Control Remove Objects & Text & Background, Restyling, Audio Separator, Clone Voice, Video Generation. Open Source, Local & Free.
generative-ai
PhysibleMDM: Enforcing Inference-Time Physical Feasibility Constraints on Motion Diffusion Models via Noise Optimization
Motion Diffusion Models (MDMs) can generate diverse and visually appealing human motion; yet, the resulting trajectories frequently violate physical constraints, limiting their downstream use in…
generative-ai
Rethinking SAE Evaluation: An Atomic Interpretable Unit Framework Reveals Hidden Polysemanticity and Redundancy
Sparse autoencoders (SAEs) were originally motivated by discovering monosemantic features, a property that characterizes individual features but does not specify what the learned feature set should…
generative-ai
DiffLTM: Continuous Diffusions Large Tabular Models for Conditional Generation
Conditional generation is a key capability to be supported by Large Tabular Models, enabling a number of applications. Accurate conditional generation has to contend with two key challenges: $(i)$…
generative-ai
Attn-Forcing: Learning Full-Context Attention Proxies for Streaming Video Generation
Increasing the attention context length significantly improves streaming video generation quality, while incurring prohibitive memory and computational costs as the context grows. Existing methods…
generative-ai
JointLight: Human-Centric Video Relighting with Asynchronous RGB-Irradiance Joint Modeling
Understanding and modeling light transport in human-centric scenes is a longstanding challenge. While recent progress in diffusion models has boosted research in relighting, precise illumination…
generative-ai
Learning to Measure and Diagnose: A Clinical-Dictionary Radiomic Bottleneck Model for Thyroid Nodule Classification
Thyroid ultrasound supports the assessment of nodule malignancy, but classification predictions often lack evidence linked to familiar clinical descriptions. Radiomics provides explicitly defined…
generative-ai
A unified approach for estimation of unnormalized models via Stein operators
In this paper, we develop a unified framework connecting proper scoring rules and Stein's method for the estimation of unnormalized models. We construct a class of proper scoring rules that…
generative-ai
BlazeVGGT: 13x Faster VGGT at 2,000 Frames via Camera Token without Training
Feed-forward visual geometry models, exemplified by VGGT, have demonstrated strong multi-view reconstruction capabilities through dense global attention. However, the resulting all-to-all cross-view…
generative-ai
Schrödinger-Bass Bridge Barycenter Models for Measure-Valued Data
Barycenter models, based on stochastic and deterministic optimal transport bridges between probability measures, have proven to be useful for supervised and unsupervised learning for (probability)…
generative-ai
How Representational Priors Shape Generalization in World Action Models
World action models (WAMs) are shown to substantially diverge under generalization performance based on their generative backbones. We investigate this gap through the representational geometry that…
generative-ai
ComfyUI-LTXVideo — LTX-Video Support for ComfyUI
医療画像分析で、深層學習モデルが実装されている問題に対する解決策を提示します。治療を導くために、批判的結果に影響を与える変化について特に重点が置かれています。
医療画像を分析し治療を導く
Manga2Animate: An Agentic Framework for Faithful Manga Animation with Script and Storyboard Planning
Adapting existing manga into coherent animation that stays faithful to the source is a valuable yet challenging task. Existing methods either access the manga mainly through text, losing its…
generative-ai
Matcha-TTS — [ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching
Matcha-TTSは、高速で条件付き流のマッチングを実現するTTSアーキテクチャであり、話者の特徴を考慮する。
TTSアーキテクチャ設計
Single-level reformulations for network pricing under Wardrop equilibrium with separable affine costs
We consider the problem of setting tolls on a subset of the arcs of a congested network so as to maximize the revenue of a network authority, anticipating that users route according to a Wardrop…
generative-ai