article thumbnail

MMS Zero-shot Released: A New AI Model to Transcribe the Speech of Almost Any Language Using Only a Small Amount of Unlabeled Text in the New Language

Marktechpost

With its extensive language training and romanization technique, the MMS Zero-shot method offers a promising solution to the data scarcity challenge, advancing the field towards more inclusive and universal speech recognition systems. Check out the Paper, Code, and Demo. If you like our work, you will love our newsletter.

article thumbnail

The Future of the Call Center: Predictions for 2024 and Beyond

LevelAI

Trend #3: AI-powered contact center solutions will solve the data scarcity problem Without the right solutions in place, QA teams can only analyze up to 5% of all contact center interactions. Unfortunately, this makes it impossible to see the full picture of what’s going on across the contact center due to a lack of data.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

AI for Music Generation (Overview)

Viso.ai

It addresses issues in traditional end-to-end models, like data scarcity and lack of melody control, by separating lyric-to-template and template-to-melody processes. This approach enables high-quality, controllable melody generation with minimal lyric-melody paired data. The tool stands out for its two-stage framework.

article thumbnail

Convolutional Neural Networks: A Deep Dive (2024)

Viso.ai

Learn more and request a demo. Deep Dive: Convolutional Neural Network Algorithms for Specific Challenges CNNs, while powerful, face distinct challenges in their application, particularly in scenarios like data scarcity, overfitting, and unstructured data environments.

article thumbnail

Synthetic Data: A Model Training Solution

Viso.ai

Organizations can easily source data to promote the development, deployment, and scaling of their computer vision applications. Get a demo. Viso Suite is the End-to-End, No-Code Computer Vision Platform – Learn more What is Synthetic Data? Specifically, it solves two key problems: data scarcity and privacy concerns.

article thumbnail

Computer Vision in Robotics – An Autonomous Revolution

Viso.ai

To learn more about Viso Suite, book a demo with us. It’s capable of scalable, photorealistic data generation that includes accurate annotations for training. The Open X-Embodiment (RT-X) dataset is tackling the challenge of data scarcity, aiming to be the ImageNet for robotics.

article thumbnail

Computer Vision in Robotics – An Autonomous Revolution

Viso.ai

To learn more about Viso Suite, book a demo with us. It’s capable of scalable, photorealistic data generation that includes accurate annotations for training. The Open X-Embodiment (RT-X) dataset is tackling the challenge of data scarcity, aiming to be the ImageNet for robotics.