Marktechpost

MAY 17, 2024

Large language models (LLMs) have excelled in natural language tasks and instruction following, yet they struggle with non-textual data like images and audio. Particularly, instruction-following multimodal audio-language models are gaining traction due to their ability to generalize across tasks.

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AWS Machine Learning Blog

MAY 30, 2024

Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes.

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AssemblyAI

SEPTEMBER 22, 2023

Over the past few years, we've witnessed increasing advancements in AI-powered music generation. Last year’s emergence of user-friendly interfaces for models like DALL-E 2 or Stable Diffusion for images and ChatGPT for text generation was key to boost the world’s attention to generative AI.

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Unite.AI

JANUARY 5, 2024

Stas Tushinskiy is the CEO and co-founder of Instreamatic , a platform that offers AI-powered voice and audio marketing solutions to enable brands to better engage with consumers. You previously Co-founded Unisound, an audio ad agency. How has generative AI changed your technology stack and how do you deploy it?

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AssemblyAI

SEPTEMBER 27, 2023

The advances in Generative AI have impacted nearly every industry , with 9 out of 10 companies now turning to AI for a competitive advantage. ASR can occur asynchronously, transcribing an audio or video file after it has been recorded, or synchronously with real-time ASR models. billion podcast industry is no exception.

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Large Language Models AI AI AI Modeling 130

Unite.AI

JULY 13, 2023

Voice changing software is a type of AI application that allows users to modify their voice in real-time or alter pre-recorded audio. Here are some of the main features of Murf: Large library of voices and languages Expressive emotional speaking styles Pitch and fine-tune voice tones Audio and text input support 3.

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AssemblyAI

MAY 4, 2023

Thankfully, significant strides in AI research–like the research behind Stable Diffusion, modern Large Language Models, and Poisson Flow Generative Models–have now made AI a formidable co-pilot to help companies ask the right questions, make sense of patterns, and build better products.

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AWS Machine Learning Blog

MARCH 13, 2024

In this post, we introduce solutions that enable audio and text chat moderation using various AWS services, including Amazon Transcribe , Amazon Comprehend , Amazon Bedrock , and Amazon OpenSearch Service. This represents a passive approach to audio moderation. The system records all audio conversations without immediate analysis.

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LLM Natural Language Processing Prompt Engineer Prompt Engineering 101

Marktechpost

JANUARY 26, 2024

A key challenge in text-to-music generation using diffusion models is controlling pre-trained text-to-music diffusion models at inference time. This limitation becomes especially evident in complex audio tasks. Research in the field of computer-generated music has made significant progress.

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AssemblyAI

APRIL 15, 2024

It's influenced by factors like the transcriber's familiarity with specific terminologies or the audio quality of the recording. Plus, the scalability of manual transcription efforts is limited, struggling to keep pace with the massive increase in audio and video content. For example, Universal-1 has been trained on 12.5M

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Natural Language Processing AI AI AI Modeling 147

AssemblyAI

DECEMBER 18, 2023

Artificial Intelligence like Speech AI is part of that ecosystem more and more: AI can automate repetitive tasks, help predict student outcomes, and generate educational content. One subset of Speech AI is Automatic Speech Recognition (ASR), or Speech-to-Text , which converts audio data into text. Department of Education. 

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Unite.AI

DECEMBER 11, 2023

Rather than manually editing transcripts, it can accurately transcribe multiple audio, video, and text files in real time with minimal errors. Speak AI is an excellent tool for many things: Effortlessly upload audio, video, and text data individually or in bulk and convert it to text for research and analysis.

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AI AI Automation Artificial Intelligence 255

AssemblyAI

OCTOBER 2, 2023

Share any innovations you're working on to Discord or tag us on Twitter or LinkedIn ! Fresh From Our Blog Retrieval Augmented Generation on audio data with LangChain and Chroma : Elevate your AI knowledge with our latest tutorial on Retrieval Augmented Generation (RAG)!

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Large Language Models OpenAI AI Tools AI Modeling 130

Unite.AI

DECEMBER 26, 2023

If you've ever yearned for an AI voice generator that exceeds your expectations, you're in for a treat. But one question remains: is it the most realistic AI voice generator? From there, we'll explore the ElevenLab features, and I'll show you how I generated an AI version of Santa's voice using the ElevenLabs text-to-speech feature.

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AssemblyAI

AUGUST 14, 2023

The abundance of spoken data generated from phone calls, virtual meetings, online videos, podcasts, and more can serve as a crucial input for product teams and developers looking to build competitive Generative AI workflows and applications. Let’s look at three use cases more closely: Sembly AI , CallRail , and Vidyo.AI

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Generative AI Explainability AI Tools AI Modeling 130

AWS Machine Learning Blog

MARCH 25, 2024

Amazon Transcribe can be used for transcription of customer care calls, multiparty conference calls, and voicemail messages, as well as subtitle generation for recorded and live videos, to name just a few examples. An application sends an audio stream to Amazon Transcribe, and the service responds with a stream of text in real time.

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Marktechpost

JULY 23, 2023

Intelligent transcription software is one of the most valuable features made possible by AI and ML since it automatically translates audio and video sources into text. Speak AI Speak is an excellent choice for an AI transcription service since it gives you several options for recording and storing crucial audio and video data.

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AWS Machine Learning Blog

DECEMBER 13, 2023

In this post, we explore how to use Amazon Transcribe and Amazon Bedrock to automatically generate clean, concise summaries of video or audio recordings. It uses advanced deep learning technologies to accurately transcribe audio into text. On the AWS CloudFormation console, navigate to stack you just created.

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Marktechpost

AUGUST 3, 2023

Music caption generation involves music information retrieval by generating natural language descriptions of a given music track. The captions generated are textual descriptions of sentences, distinguishing the task from other music semantic understanding tasks such as music tagging. audio clips.

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Unite.AI

OCTOBER 23, 2023

Artificial intelligence has made significant advancements in generating highly convincing images and videos. These AI-generated visuals can be used to create deceptive content that appears genuine, leading to serious consequences. Inconsistent lighting and shadows on the subject's face and surroundings.

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AWS Machine Learning Blog

JULY 5, 2023

This service can be used by chatbots, audio books, and other text-to-speech applications in conjunction with other AWS AI or machine learning (ML) services. This capability is useful for creating dynamic audio books, educational content, and richer text-to-speech applications.

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IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. While cost wasn’t the primary driver, it reflects a growing belief that the value generated by gen AI outweighs the price tag.

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Flipboard

OCTOBER 25, 2023

Text, images, audio, and videos are common examples of unstructured data. Amazon Transcribe – This speech-to-text service uses ML to convert speech to text and extract metadata from audio data. It also offers a broad set of capabilities to build generative AI applications, simplifying development while maintaining privacy and security.

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Unite.AI

AUGUST 19, 2023

From generating persuasive written content to crafting compelling audio and video, AI tools are becoming indispensable for affiliate marketers aiming for that cutting edge. Also see how Jasper compares against leading AI writing generators. Unleash your earning potential with effortless commission generation.

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AI Tools AI AI Artificial Intelligence 240

NVIDIA

SEPTEMBER 19, 2023

The team uses NVIDIA Omniverse , a platform for developing and connecting 3D tools and applications, and Universal Scene Description — aka OpenUSD — to enhance its synthetic data generation pipelines. It’s used to develop pipelines that use generative AI and procedural algorithms for 3D scene generation. As part of the SORDI.ai

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AI AI Software Development Automation 96

AssemblyAI

NOVEMBER 8, 2023

These processes not only improve readability but are also vital for the functionality of subsequent Natural Language Understanding (NLU) systems, such as LeMUR or Audio Intelligence , by reinforcing necessary syntactic structure and grammatical context. Susanto et al., This accounts for mixed-case words.

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Neural Network BERT Large Language Models Deep Learning 147

Marktechpost

JANUARY 22, 2024

After human annotation is complete, a machine-learning model automatically examines the tagged pictures to generate the same annotations. Keylabs Keylabs enables users to annotate images with captions, tags, and other information, such as bounding boxes, important points, and semantic segmentation. Makingsense.ai

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Bugra Akyildiz

JANUARY 14, 2024

Google wrote a rather interesting article to help identifying errors and correcting them through what they call backtracking, the technique involves the following steps: Generate a Chain-of-Thought (CoT) trace, which is a record of the steps the LLM takes to solve a problem. Re-generate the mistake step at a higher temperature.

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LLM Software Engineer Large Language Models Algorithm 59

Marktechpost

JUNE 27, 2023

DreamStudio DreamStudio is a computer program that uses artificial intelligence to generate pictures based on written descriptions. The platform employs a generative adversarial network (GAN) technique called Stable Diffusion, which is well-known for its ability to create high-quality images. videos that make making A.I. ’s A.I.

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AI Tools Convolutional Neural Networks Artificial Intelligence Artificial Intelligence 80

Unite.AI

MAY 8, 2024

Additionally, GNNs can struggle with heterogeneous graph structures and situations where the graph distribution at test time differs significantly from the training data (out-of-distribution generalization). TAPE generates potential labels/explanations for nodes using an LLM and uses these as additional augmented features.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Content redaction: Each customer audio interaction is recorded as a stereo WAV file, but could potentially include sensitive information such as HIPAA-protected and personally identifiable information (PII). PCA’s security features ensure that any PII data was redacted from the transcript, as well as from the audio file itself.

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Data Ingestion Metadata NLP Data Scientist 108

IBM Journey to AI blog

AUGUST 28, 2023

In the case of social media text mining, that means a focus on comments, posts, ads, audio transcripts, etc. Part-of-speech (POS) tagging: POS tagging facilitates semantic analysis by assigning grammatical tags to words (e.g., The data collection process should be tailored to the specific objectives of the analysis.

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AWS Machine Learning Blog

AUGUST 15, 2023

This observation comes as no surprise because video and audio are powerful mediums offering more immersive experiences and naturally engages target audiences on a higher emotional level. However, among all types of digital assets, video and audio assets are the most common and important.

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Chatbots Metadata LLM Generative AI 71

Unite.AI

DECEMBER 18, 2023

This innovative product consolidates customer interactions from diverse channels—be it text, audio, or video—into a singular, comprehensive platform, enabling an unparalleled depth of analysis and understanding of customer sentiments. Can you discuss how the Generative AI that is used differs behind the scenes for each of these markets?

LLM 130

LLM Data Analysis Prompt Engineer Prompt Engineering 130

Unite.AI

JULY 28, 2023

” 3) The Audit feature includes checks for keyword usage, meta tags, and content length, among other factors. Surfer AI allows you to generate high-quality content using artificial intelligence powered by Chat GPT 4. Surfer AI takes the Content Editor to the next level by generating SEO-optimized content in minutes.

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AI AI Artificial Intelligence Artificial Intelligence 246

Towards AI

JUNE 24, 2023

These advanced technologies can handle a wide range of tasks, such as customer support, data analysis, scheduling, and even content generation! Instead of browsing through folders, you can tell ChatGPT to “find PNG files tagged with animals in the past 2 months”.

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Automation ChatGPT Metadata OpenAI 77

AWS Machine Learning Blog

NOVEMBER 1, 2023

These challenges arise due to the vast volume and variety of data, data fragmentation, encryption, data sharing, dynamic content, false positives and negatives, contextual understanding, legal complexities, resource constraints, evolving data, user-generated content, and adaptive threats.

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Software Engineer Metadata Machine Learning Natural Language Processing 82