AI News

JANUARY 8, 2024

McAfee has revealed a pioneering AI-powered deepfake audio detection technology, Project Mockingbird, during CES 2024. This proprietary technology aims to defend consumers against the rising menace of cybercriminals employing fabricated, AI-generated audio for scams, cyberbullying, and manipulation of public figures’ images.

Big Data 284

Big Data Categorization AI AI 284

Analytics Vidhya

DECEMBER 31, 2023

Introduction Librosa is a powerful Python library that offers a wide range of tools and functionalities for handling audio files. In this hands-on guide, we will explore the importance of Librosa for audio […] The post Hands-On Guide To Librosa For Handling Audio Files appeared first on Analytics Vidhya.

Data Scientist 285

Data Scientist Machine Learning Python 285

AssemblyAI

APRIL 23, 2024

With the AssemblyAI app for Make you can use our AI models to process audio data by transcribing it with speech recognition models, analyzing it with audio intelligence models, and building generative features on top of it with LLMs. If the audio files already have public URLs, you don't need to upload them to AssemblyAI.

Automation 162

Automation AI Modeling AI AI 162

AssemblyAI

APRIL 5, 2024

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community LeMUR Cookbooks: Build Audio LLM Apps LeMUR  is the easiest way to code applications that apply LLMs to speech.   Coding an AI Voice Bot from Scratch: Real-Time Conversation with Python :

LLM 162

LLM Neural Network Large Language Models Python 162

Analytics Vidhya

JUNE 12, 2022

Introduction on Quechua In this article, we will create an app for translating Spanish Audio transcriptions to Quechua. The post Translate Spanish Audio transcriptions to Quechua appeared first on Analytics Vidhya. With the advent […].

Python 370

Python Data Science 370

Analytics Vidhya

FEBRUARY 1, 2024

This innovation aims to transform the audio experience for users, particularly in virtual meetings and PC gaming.

AI 271

AI AI Artificial Intelligence Artificial Intelligence 271

Analytics Vidhya

OCTOBER 19, 2022

Introduction Cough Audio analysis, one of the breakthroughs of AI in healthcare, often proves valuable in diagnosing respiratory and lung diseases. The post COVID-19 Diagnosis with Cough Audio Analysis appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Data Science 375

Data Science AI AI Artificial Intelligence 375

Unite.AI

SEPTEMBER 25, 2023

The field of audio generation is witnessing innovative approaches to overcome the challenges of creating realistic sound. One method involves generating a spectrogram, and then converting it back into audio. These two core technologies have been key in achieving SOTA results in the audio sector as well.

Generative AI 296

Generative AI Deep Learning AI AI 296

Analytics Vidhya

APRIL 24, 2022

Introduction One of the most widely used applications in Deep Learning is Audio classification, in which the model learns to classify sounds based on audio features. When given the input, it will predict the label for that audio feature. These can be used […].

Deep Learning 301

Deep Learning Data Science 301

AssemblyAI

MARCH 18, 2024

Redacting PII from video or audio files (for example, a doctor/patient visit) is a very common need. In this tutorial, we’ll learn how to redact a wide range of PII categories, like medical conditions, email addresses, and credit card numbers, from audio and video files as well as their textual transcripts. And your last name?

Python 173

Python Machine Learning AI Modeling AI 173

AssemblyAI

FEBRUARY 1, 2024

Join Us On Discord Ask Questions About Your Audio With LLMs LLMs make it possible to answer questions about your text data, and  AssemblyAI's LeMUR  makes it easy to apply LLMs to audio and video data. Our LeMUR guides will show you how to: Summarize your audio data with key takeaways. 

Large Language Models 173

Large Language Models Python Generative AI LLM 173

Analytics Vidhya

MARCH 16, 2022

Hello all, welcome to a wonderful article where we will be exploring learnings for audio and sound classification using Machine learning and deep learning. The post Implementing Audio Classification Project Using Deep Learning appeared first on Analytics Vidhya.

Deep Learning 324

Deep Learning Machine Learning Data Science Python 324

AssemblyAI

APRIL 4, 2024

Trained on millions of hours of audio data, Universal-1 demonstrates near-human accuracy, even with accented speech, background noise, and difficult phrases like flight numbers and email addresses. In this post, you’ll learn how to transcribe an audio file in your Go applications using Universal-1 and Nano.

Chatbots 162

Chatbots 162

Unite.AI

OCTOBER 1, 2023

In a groundbreaking development, a team of researchers at the University of Washington has introduced an advanced sound control system that promises to redefine in-room audio dynamics. This marks a considerable stride in managing audio in spaces like living rooms, kitchens, and offices, where discerning multiple voices is pivotal.

Robotics 289

Robotics Neural Network Artificial Intelligence Artificial Intelligence 289

Analytics Vidhya

MARCH 4, 2022

The post Audio Denoiser: A Speech Enhancement Deep Learning Model appeared first on Analytics Vidhya. Introduction As most of us are doing our jobs or attending school/college virtually, we often have to attend online meetings and we can’t expect each of our places to always be quiet.

Deep Learning 379

Deep Learning Data Science 379

AssemblyAI

MARCH 8, 2024

We added four key use cases for LeMUR: Ask questions about your audio data : Learn how to leverage LeMUR's question-answering capabilities to extract insights from your audio files. Summarize your audio data : Discover techniques for generating concise summaries of lengthy audio content using LeMUR. 

LLM 147

LLM Neural Network Prompt Engineer Prompt Engineering 147

Analytics Vidhya

OCTOBER 5, 2023

Introduction Bark is an open-source, fully generative text-to-audio model created by Suno.ai Bark generates highly […] The post How to Generate Audio Using Text-to-Speech AI Model Bark appeared first on Analytics Vidhya. It follows a GPT-style architecture capable of deviating in unexpected ways from any given script.

AI Modeling 211

AI Modeling Robotics AI AI 211

Analytics Vidhya

JUNE 6, 2022

The post Gradio App for Translating Spanish Audio appeared first on Analytics Vidhya. But unfortunately, many languages have already become extinct and some are on the verge of becoming extinct as a result […].

Data Science 303

Data Science Python 303

Unite.AI

NOVEMBER 26, 2023

This AI-based breakthrough demonstrates a stunning capability: transforming a simple audio clip and a static facial photo into realistic, 3D animated videos. Development of DIRFA The core functionality of DIRFA lies in its advanced algorithm that seamlessly blends audio input with photographic imagery to generate three-dimensional videos.

Machine Learning 189

Machine Learning Artificial Intelligence Artificial Intelligence Chatbots 189

Analytics Vidhya

JULY 27, 2023

This AI-powered tool curates personalized playlists based on users’ listening habits, delivering an unmatched […] The post Spotify Embraces AI: From Personalized Playlists to Audio Ads appeared first on Analytics Vidhya.

Generative AI 232

Generative AI AI AI Artificial Intelligence 232

Flipboard

SEPTEMBER 13, 2023

For Stability AI, it’s text-to-audio generation. Stability AI today announced the initial public release of its Stable Audio technology, providing anyone with ability to use simple text prompts to generate short audio … What comes after building generative AI technology for image and code generation?

Generative AI 179

Generative AI AI AI Artificial Intelligence 179

AssemblyAI

MARCH 13, 2024

Build An Audio AI App , an in-depth video course created by Talk Python , is now available for free on both the Talk Python Training website and in the Android and iOS mobile apps. In this course, you will build a realistic and real-world app working with audio from podcasts.

Python 162

Python Prompt Engineer Prompt Engineering LLM 162

AssemblyAI

SEPTEMBER 26, 2023

In this tutorial, we will demonstrate how to perform Retrieval Augmented Generation with audio data by leveraging AssemblyAI’s document loader for LangChain, a popular framework that provides building blocks for LLM-based applications. Note that remote files must be publicly accessible for the loader to work properly. filepath/URL).

LLM 246

LLM Metadata Python OpenAI 246

Marktechpost

FEBRUARY 14, 2024

The exploration of augmenting large language models (LLMs) with the capability to understand and process audio, including non-speech sounds and non-verbal speech, is a burgeoning field. This area of research aims to extend the applicability of LLMs from interactive voice-responsive systems to sophisticated audio analysis tools.

Large Language Models 143

Large Language Models ML Artificial Intelligence Artificial Intelligence 143

AssemblyAI

OCTOBER 16, 2023

  LLMs only work with textual data, so to process audio files with LLMs we first need to transcribe them into text. For this, we create a small demo application with an LLM-powered query engine that lets you load audio data and ask questions about your data. You can read more about the integration in the official Llama Hub docs.

Python 200

Python Metadata Large Language Models OpenAI 200

Analytics Vidhya

JULY 12, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Audio is a series or a sequence of sounds. The post Introduction To Audio Classification -Emergency vs Nonemergency Vehicle appeared first on Analytics Vidhya.

Data Science 296

Data Science Deep Learning Python 296

Marktechpost

FEBRUARY 12, 2024

Technological advancements have been pivotal in transcending the boundaries of what’s achievable in the domain of audio generation, especially in high-fidelity audio synthesis. These obstacles have impeded the production of crisp, lifelike audio, indicating a gap in the current technological capabilities.

ML 133

ML Artificial Intelligence Artificial Intelligence AI 133

AssemblyAI

NOVEMBER 1, 2023

Join Us On Discord ⚡️Product Updates Check out the AssemblyAI  changelog  for the latest product improvements made by our team: Faster transcription speed :  Enhanced file handling has reduced latency by a minimum of 3 seconds across all audio files, with significant improvements for larger files from external URLs.

Python 147

Python LLM OpenAI Data Extraction 147

Marktechpost

NOVEMBER 22, 2023

Researchers from Alibaba Group introduced Qwen-Audio, which addresses the challenge of limited pre-trained audio models for diverse tasks. Qwen-Audio achieves impressive performance across benchmark tasks without task-specific fine-tuning. LLMs excel in general artificial intelligence but lack audio comprehension.

Artificial Intelligence 125

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 125

AssemblyAI

AUGUST 3, 2023

An AssemblyAI account and API key to transcribe the audio. audio-transcriber. audio-transcriber │ ├ What type of application do you want to create? Prerequisites Node.js version 16.13.0 or later A Cloudflare account to deploy to the Cloudflare Workers runtime (optional). Get started with a free AssemblyAI account.

LLM 244

LLM 244

AssemblyAI

DECEMBER 1, 2023

In just a few lines of code you can search, summarize, ask questions, and generate text across your audio and video data. Creating Chapter Summaries  with LeMUR.   Read more>> How to integrate spoken audio into LangChain.js Processing Speaker Labels  with LeMUR.

LLM 147

LLM Large Language Models Python AI 147

Marktechpost

DECEMBER 14, 2023

Researchers from Alibaba Group introduced Qwen-Audio, which addresses the challenge of limited pre-trained audio models for diverse tasks. Qwen-Audio achieves impressive performance across benchmark tasks without task-specific fine-tuning. LLMs excel in general artificial intelligence but lack audio comprehension.

Artificial Intelligence 102

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 102

Analytics Vidhya

AUGUST 28, 2021

The post Audio analysis- Voice identification using SciNet appeared first on Analytics Vidhya. The most in-demand are computer vision algorithms […].

Computer Vision 247

Computer Vision Machine Learning Algorithm Data Science 247

Marktechpost

APRIL 1, 2024

Additionally, the capability to generate realistic and dynamic portrait animations from both audio inputs and static images holds immense potential across various domains. Tencent researchers introduced AniPortrait, a novel framework designed to generate high-quality animated portraits driven by audio and a reference image.

ML 128

ML Computer Vision Artificial Intelligence Artificial Intelligence 128

Analytics Vidhya

JUNE 2, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Audio classification or sound classification can be referred to as. The post Introduction to Audio Classification appeared first on Analytics Vidhya.

Data Science 169

Data Science Python 169

Analytics Vidhya

AUGUST 3, 2023

This revolutionary tool promises to empower both professional musicians and everyday users alike, enabling them to transform simple text prompts into captivating audio and music compositions.

AI Tools 143

AI Tools AI AI AI Modeling 143

AssemblyAI

NOVEMBER 2, 2023

Key phrase detection identifies significant words and phrases in your transcript and lets you extract the most important highlights from your audio or video file. Conclusion In this tutorial, you've learned how to detect key phrases in audio files using the AssemblyAI Python SDK. Can also be a path to a local file.

Python 147

Python AI Modeling Machine Learning AI 147