1 recording. 1 API. Endless data. #python #artificialintelligence #speechtotext
Science & Technology
Step 1: Rewrite the Script into an Article Using Markdown Syntax
1 Recording. 1 API. Endless Data.
#python #artificialintelligence #speechtotext
In today's digital age, there's an abundance of knowledge available in recorded audio and video formats such as Zoom calls, YouTube videos, and podcasts. However, if you want to utilize this knowledge with a large language model, the first step involves converting it into text. One effective method to accomplish this is via transcription services provided by Assembly AI.
Assembly AI simplifies the transcription process and provides a plethora of data from a single API call. Here’s a closer look at the transcript data you receive:
The text field contains the entire transcript in a single string, offering a straightforward way to access the full content.
For those in need of more granular detail, the words list is invaluable. This list gives every individual word along with precise timestamps indicating when each word starts and stops.
If your audio or video involves multiple speakers, you can enable speaker labels. This feature generates a comprehensive list of utterances, helping you keep track of who said what throughout the recording.
Another useful feature is auto chapters, which, when enabled, provides a summary with headlines for each section of the audio. This is particularly helpful in navigating longer recordings.
Additionally, Assembly AI assigns a transcript ID to each transcription. This ID allows you to retrieve all the aforementioned data in the future without incurring additional transcription costs.
Getting started with Assembly AI is a breeze. Simply sign up for an account at assemblyai.com, and you’ll find all the necessary code to replicate this process available in your console.
With Assembly AI, turning your audio and video recordings into actionable data has never been easier.
Step 2: Keywords
Keywords
- Zoom calls
- YouTube videos
- Podcasts
- Transcription
- Assembly AI
- Large language model
- Text conversion
- Words list
- Speaker labels
- Auto chapters
- Transcript ID
- API
Step 3: FAQ
FAQ
Q1: What types of recordings can be transcribed using Assembly AI? A1: Assembly AI can transcribe various kinds of recordings, including Zoom calls, YouTube videos, and podcasts.
Q2: What is the text field in Assembly AI’s transcription data?
A2: The text field contains the entire transcript as a single string, giving you complete access to the full content.
Q3: How can I access detailed transcription data?
A3: You can access detailed transcription data by checking the words list, which provides each word along with its corresponding timestamps.
Q4: Can Assembly AI handle multiple speakers in a single recording?
A4: Yes, you can enable speaker labels to get a list of utterances, which helps in identifying who said what.
Q5: What are auto chapters in Assembly AI’s transcription service?
A5: Auto chapters provide a summary with headlines for each section of the audio, making it easier to navigate longer recordings.
Q6: Is it possible to retrieve transcription data in the future without additional costs?
A6: Yes, Assembly AI assigns a transcript ID to each transcription, allowing you to retrieve the data in the future without extra charges.
Q7: How do I get started with Assembly AI? A7: To get started, sign up for an account at assemblyai.com, where you’ll find all the code needed to replicate the transcription process.