VoiceStudio: Local Voice Cloning, Dubbing, and TTS Suite
VoiceStudio is an open-source application (AGPL-3.0 license) that enables voice cloning, video dubbing, dictation, and long-form audio generation entirely offline, without requiring an account, API key, or subscription. It integrates 16 text-to-speech (TTS) engines, 11 automatic speech recognition (ASR) engines, and supports 646 languages, all runnable on macOS, Windows, Linux, and via Docker containers. Designed for users who prioritize privacy and full control over their data, it serves as a local alternative to cloud-based voice services. The suite is suitable for content creators, developers, and professionals needing to generate audio or dub videos without relying on external services. It operates on local hardware, including NVIDIA GPUs (CUDA), Apple Silicon (MPS/MLX), and AMD (ROCm on Linux), with CPU-only support as well. Minimum requirements include 8 GB of RAM and 10 GB of disk space, though 16 GB and 20 GB are recommended for optimal performance. Notable features include zero-shot voice cloning, integration with models like CosyVoice 3, GPT-SoVITS, and OmniVoice, and a user-friendly interface for switching between engines. Additional tools include vocal isolation, speaker diarization, and an MCP server for custom integrations. While currently in active beta, the latest stable release is recommended for production use.
TimesFM - Time Series Foundation Model
TimesFM is a pretrained time-series foundation model by Google Research designed for forecasting both multivariate and univariate series with native covariate support (past-only and past-and-future). It has achieved rank #1 overall on multiple benchmarks including fev-bench, TIME Benchmark, and GIFT-Eval. The latest version (3.0) improves upon previous releases with 200M parameters, extended 16k context length, optional quantile heads for long-range forecasts, and broader ecosystem integrations like BigQuery ML, Google Sheets, and Vertex AI Model Garden. Notably, while the source code is Apache-2.0 licensed, TimesFM 3.0 pretrained weights are under a separate non-commercial license prohibiting commercial or production use.
{fmt}: A fast and safe C++ text formatting library
{fmt} is an open-source formatting library that provides a fast and safe alternative to traditional C formatting functions like printf and C++ iostreams. It implements the C++20 std::format and C++23 std::print standards, using a syntax similar to Python's format strings for ease of use. Its simple API allows formatting strings with positional arguments, which is particularly useful for application localization. The library stands out for its high performance, outperforming common standard library implementations, and its small code size in both source files and compiled output. It is fully type-safe, with automatic memory management preventing buffer overflows and the ability to catch format string errors at compile time. It is ideal for C++ developers seeking efficiency, portability, and ease of use without external dependencies, under a permissive MIT license. The library features extensive testing, continuous integration across Linux, macOS, and Windows, and optional header-only configuration via the FMT_HEADER_ONLY macro.
US court rules Google will not have to sell ad exchange after losing antitrust c
The DOJ proved to the court that Google acted illegally, but it won't get the big win it wanted.