Building a Conversational Voice Chatbot: OpenAI Speech-to-Text & Text-to-Speech Integration

Explore the cutting-edge world of AI chatbots in this detailed tutorial, where we delve into creating a voice-responsive chatbot utilizing OpenAI's speech-to-text and text-to-speech technologies , all integrated within a Streamlit web application. This guide is perfect for anyone interested in enhancing user interaction through AI and voice recognition. You'll learn how to convert spoken language into text and generate audible responses, making your chatbot not only intelligent but also engaging in real conversations.

🚀 Top Rated Plus Data Science Freelancer with 8+ years of experience, specializing in NLP and Back-End Development. Founder of FutureSmart AI, helping clients build custom AI NLP applications using cutting-edge models and techniques. Former Lead Data Scientist at Oracle, primarily working on NLP and MLOps.

💡 As a Freelancer on Upwork, I have earned over $100K with a 100% Job Success rate, creating custom NLP solutions using GPT-3, ChatGPT, GPT-4, and Hugging Face Transformers. Expert in building applications involving semantic search, sentence transformers, vector databases, and more.

#chatbot #voicebot #texttospeech #speechtotext #openaiwhisper #openai #chatgpt

[kansasyoung]

Hi! Just subscribed because of this tutorial. Is there a way to use a voice of your own choosing?

[seththunder]

Hey Pradip. Could you please do a video about how to use RAGAS with langchain and also microsoft presidio with faker for custom info? I couldn't find proper info online and in LangChain doc for presidio, they've shown a very simple example but not when if we have PDFs, CSV files and presidio only takes a string so my approach was making my chunks into a string but I was wondering if it was possible to apply it before doing any splitting and embeddings. Thanks in advance!

[ambrosionguema]

Excellent, I'm triying this about QA with personals documents voice to voice. Not only questions in general

[rainerbattisti]

Hi Pradip In this example the microphone icon doesn't work for me. It only appears if I do CTRL_C on the process I launched from the Windows prompt. Then the voice on GPT's response is not played. Can you help me ?

[charismaowojoameh]

Can u please do a project where your model can give a code review when a code is been given

[gqregerqgqerg]

Hey, will this work as a deployed app in streamlit cloud? How will it access the mic?

[yazanrisheh]

Can you show us how to do this using LangChain when we have chains, prompts, memory etc...? Thanks

[JorgeOrtiz-qnrw]

Great tutorial! I have one question. Overall, you are making three HTTP requests to the Open AI servers, right? The first one converts the audio to text using OpenAI, the other is to send the conversation to OpenAi again, and the last one converts the response from the model into Speech using OpenAI.

[manthanpatel]

can you provide replit link and replit configuration of this, my pc's envi been messed up so! Thanks man in advance

[swetharangaraj]

hi sir please give detailed explain to do vector embedding data in collection in mongo DB

[amitkayal]

Can we run this into streaming mode rather than saving as file and calling open ai api?

[Mostafa_Sharaf__]

Can we make a chatbot with long conversation as an api ??

[pspsolutions]

Hi Pradip. Interested in hiring you for our project. Please get in touch.

[imrankhawaja]

hi Pradip, plz Make a video on building cold calling agents

[arcadeslum]

Can you use AI to make youtube videos with a more palatable voice and accent? Please?

[KumR]

Hi Pradeep. I tried to contact you via linkedin but could not. Looks like you are not accepting new connections. Can you pl provide your email address? Need some info.