![]() This approach is more scalable and can make use of much larger datasets than traditional supervised learning. The authors used a technique called unsupervised pre-training, which allows the models to learn directly from raw audio data. In contrast, the approach used in this paper is based on weak supervision, which means that the models are trained on large amounts of unlabeled data, without the need for human labeling. "Traditional supervised learning requires a large amount of labeled data, which is expensive and time-consuming to obtain. They found that this approach resulted in speech recognition models that are more accurate and robust than previous models, even when tested on different types of speech." "The authors of this paper developed a new approach to training speech recognition systems that uses large amounts of audio data from the internet, without the need for human labeling. ChatPDF lets you enter a PDF as a prompt for ChatGPT, and then answers questions you have about the PDF using text.Īfter some prompting, ChatPDF gave me a useful explanation for why Whisper is so good. ![]() So I loaded up another favorite AI tool of mine, ChatPDF, in my browser and dropped a PDF of the paper into it. The difference is remarkable, right? You can almost hear the person speaking in the ChatGPT version. I just copy and pasted one from Otter.ai and the other from ChatGPT. It's a court-by-courtroom thing, but not a lot of big substance will happen at the first appearance." Sometimes federal judges, they'd like a magistrate judge to take the plea, sometimes the judge herself likes to take the plea. And he'll be arraigned, he'll be informed of the charges, and maybe they'll take a not guilty plea now, maybe they'll send it to Judge Cannon, and she'll take the plea. I'm 99.9% certain he'll get a lenient bond, probably even just a zone of recognizance, not a bond at all. Particularly when you voluntarily show up. You know, you just sort of walk politely into the Marshal's office, and they'll walk politely into the courtroom. "Now, likely, since they summonsed him in, he'll technically surrender to the US Marshal, and they will technically have him under arrest, and take his fingerprints and picture and that type of thing, but it's not going to be a handcuffs thing, likely. Sometimes the judge likes to take the plate is a court by courtroom thing, but not a lot of big substance will happen to the first appearance." Sometimes federal judges they'd like the magistrate judge to take the place. Maybe they'll send it to judge cannon and she'll take the plate. And maybe they'll take a not guilty plea now. yond and he'll be arranged You'll be informed of the charges. But it's not going to be a handcuffs thing like layup you know, you're just sort of walks politely into the marshal's office and they'll watch politely into the courtroom, particularly when you volunteer and be shown up on 99.9% Certain he'll get, you know, a lenient bond probably even you know, just as though we're calling this it's not a bond at all. And they will technically have him under arrest, and take his finger prints and picture and that type of thing. "Now likely, since a summons demand, he'll he'll technically surrender to the US Marshal. Here's how one of the leading AI-powered transcription services, Otter.ai, transcribed White's answer: Toward the end of the episode, cohost Josh Barro asks former prosecutor turned big shot defense attorney Ken White if Trump is going to be arrested and brought to court. The other day, I was writing a post about the latest Trump indictment, and I wanted to quote from one of my favorite podcasts, Serious Trouble. Account icon An icon in the shape of a person's head and shoulders.
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