semantic tokens

Tencent Cloud Developer

Jun 14, 2024 · Artificial Intelligence

GPT-4o Speech Multimodal Technology: Speech Tokenization, LLM Integration, and Zero-shot TTS

GPT‑4o’s speech multimodal system discretizes audio into semantic and acoustic tokens, integrates these tokens with large language models through multi‑stage instruction tuning, and employs hierarchical zero‑shot text‑to‑speech decoding, enabling low‑latency, streaming, and prompt‑driven voice synthesis for applications like gaming.

AudioLMGPT-4oLLM integration

0 likes · 33 min read

GPT-4o Speech Multimodal Technology: Speech Tokenization, LLM Integration, and Zero-shot TTS

ByteFE

Aug 24, 2021 · Frontend Development

Understanding VSCode Syntax Highlighting and Language Extension Mechanisms

This article explains how VSCode implements code highlighting, tokenization, and advanced language features through declarative TextMate grammars, programmable language extensions, DocumentSemanticTokensProvider, the VSCode Language API, and the Language Server Protocol, illustrated with practical configuration examples and code snippets.

LSPTextMateVSCode

0 likes · 20 min read

Understanding VSCode Syntax Highlighting and Language Extension Mechanisms