Uploaded June 2024 | Updated September 2026, 2 weeks ago
With the latest developments in generative AI, it is trivial to create speech in a language of your choice. You can generate a male or female voice in in any manner of speaking you choose. The voice can sound happy, sad, angry or excited. One thing that is trickier though is to have a way to generate speech in your own voice. With their new Professional Voice Cloning feature,@elevenlabsio makes it not only possible but easily accessible.
In this tutorial, you will learn how to build a web-based voice-to-voice cloning app using Gradio. This voice translator is built using these technologies:
1. Gradio - for the interface
2. AssemblyAI - for transcription
3. Python translate module - for translation of text
4. Elevenlabs - for reading translated text in your own voice
π The API Keys you need:
1. AssemblyAI API key - assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_mis_66
2. Elevenlabs API key - elevenlabs.io
π©βπ» You can find the code for the simple and complex apps in this repo: github.com/AssemblyAI-Community/Voice-to-Voice-translator
00:00 Introduction
01:26 Project structure
02:32 Gradio interface
07:04 Transcibing input audio
10:17 Translate text
13:35 Generate audio in your own voice
21:31 Test the app
24:31 Keep learning
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ CONNECT β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π₯οΈ Website: assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_mis_66
π¦ Twitter: twitter.com/AssemblyAI
π½ Reddit: reddit.com/r/assemblyai
βΆοΈ Subscribe: youtube.com/c/AssemblyAI?sub_confirmation=1
π₯ We're hiring! Check our open roles: assemblyai.com/careers
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
#MachineLearning #DeepLearning
With the latest developments in generative AI, it is trivial to create speech in a language of your choice. You can generate a male or female voice in in any manner of speaking you choose. The voice can sound happy, sad, angry or excited. One thing that is trickier though is to have a way to generate speech in your own voice. With their new Professional Voice Cloning feature,@elevenlabsio makes it not only possible but easily accessible.
In this tutorial, you will learn how to build a web-based voice-to-voice cloning app using Gradio. This voice translator is built using these technologies:
1. Gradio - for the interface
2. AssemblyAI - for transcription
3. Python translate module - for translation of text
4. Elevenlabs - for reading translated text in your own voice
π The API Keys you need:
1. AssemblyAI API key - assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_mis_66
2. Elevenlabs API key - elevenlabs.io
π©βπ» You can find the code for the simple and complex apps in this repo: github.com/AssemblyAI-Community/Voice-to-Voice-translator
00:00 Introduction
01:26 Project structure
02:32 Gradio interface
07:04 Transcibing input audio
10:17 Translate text
13:35 Generate audio in your own voice
21:31 Test the app
24:31 Keep learning
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ CONNECT β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π₯οΈ Website: assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_mis_66
π¦ Twitter: twitter.com/AssemblyAI
π½ Reddit: reddit.com/r/assemblyai
βΆοΈ Subscribe: youtube.com/c/AssemblyAI?sub_confirmation=1
π₯ We're hiring! Check our open roles: assemblyai.com/careers
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
#MachineLearning #DeepLearning







![The Fundamentals of LLM Text Generation
Lets explore how Large Language Models (LLMs) like ChatGPT, Claude, Gemini generate text, focusing on decoding strategies that introduce randomness to produce human-like responses. We break down key sampling algorithms such as top-k sampling, top-p sampling (nucleus sampling), and temperature sampling. Additionally, we dive into an alternative method for text generation, typical sampling, based on information theory.
References:
[1] Locally Typical Sampling, by Clara Meister et al: https://arxiv.org/pdf/2202.00666
Video sections:
00:00 How LLMs generate text (Overview)
00:56 Why Randomness in text generation?
02:12 Top-k
03:22 Top-p
04:44 Temperature
06:04 Entropy and Information Content
07:12 Typical Sampling
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ CONNECT β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π₯οΈ Website: https://www.assemblyai.com
π¦ Twitter: https://twitter.com/AssemblyAI
π½ Reddit: https://reddit.com/r/assemblyai
βΆοΈ Subscribe: https://www.youtube.com/c/AssemblyAI?sub_confirmation=1
π₯ Were hiring! Check our open roles: https://www.assemblyai.com/careers
π Get your AssemblyAI API key here: https://www.assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_marco_2
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#MachineLearning #DeepLearning The Fundamentals of LLM Text Generation](https://i.ytimg.com/vi/a-6hVvU1WMk/mqdefault.jpg)


