标点恢复（Punctuation Restoration）是自动语音识别（ASR）系统中常见的后处理环节：ASR 输出的纯文本没有标点，直接阅读困难，也会干扰分词、命名实体识别等下游 NLP 任务。本文以 PaddleSpeech 仓库 ...
paddlespeech.server.engine.text 是飞桨 PaddleSpeech 服务端框架中负责文本处理（Text）任务的引擎包，其核心能力是为无标点文本自动恢复标点（punctuation restoration，任务名 punc）。本文以 paddlespeech.server ...
Do you know the first sentence of “Pride and Prejudice”? You probably think you do, but I bet you don’t. The answer is “It is a truth universally acknowledged, that a single man in possession of a ...
An indifferent grade-school student, a bored high-school one, my least favorite subject was English grammar, with punctuation a close second. Best I was able in those papers I wrote for school I ...
“In the beginning was the word, and the word was with God, and the word was God.” Yet in the beginning there was no punctuation. In early Latin manuscripts, the Bible was written in scriptura continua ...
The success of Mark Kurlansky’s 2002 microhistory, “Salt,” has given rise to a great profusion of narrative-nonfiction works that have as their starting point an ordinary thing. An author then ranges ...
Predictable CLI toolbox for coding agents — fully local ML: transcribe speech (Whisper, GigaAM, Vosk), read text aloud in a preset or cloned voice, repair damaged recordings, PDF to Markdown, cut PDF ...
I was a novice editor, he was an experienced writer, and the first article he turned in revealed a virtuosic command of comma placement. He opened with long, slow clauses; picked up speed with shorter ...
<meta name="description" content="How to add punctuation to unpunctuated text or ASR output? FunASR ct-punc is an open-source bilingual (Chinese + English ...
NVIDIA’s Nemotron Speech team has released Nemotron 3.5 ASR. It is a 600M-parameter streaming Automatic Speech Recognition (ASR) model. A single checkpoint transcribes 40 language-locales in real time ...
Physical media culture is alive and thriving thanks to the home video tastemakers hailing everywhere from The Criterion Collection to Kino Lorber and the Warner Archive Collection. Each month, ...
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