Early experimental results show that our approach improves model performance on all demographic groups in our evaluation datasets, with the largest gains in respect to accent inclusivity — demonstrating that improved fairness doesn’t mean a performance tradeoff. 2/3
MACHINE LEARNING
-
Meta Open-Sources Speech Recognition Fairness Dataset
By
–
In line with this work, we're open-sourcing a new dataset to help the broader community improve fairness of speech recognition models. The dataset includes ~27K utterances in recorded speech from 595 paid participants. Dataset https://
bit.ly/3DiV0zr 3/3 -
Privacy-Preserving Approach Improves Speech Recognition Fairness
By
–
Today we're announcing a new privacy-preserving approach to improve fairness & robustness of automatic speech recognition systems. This unique approach lets researchers improve ASR performance without relying on demographic data. More info
-
Nearest-Neighbor Approach on Normalized Bag-of-Words Vectors
By
–
Thinking about this a bit more, I think nearest-neighbor on normalized bag-of-words vectors would probably also perform well here. Because the count vectors of two similar documents are similar just like the compressed + concatenated compressed docs are similar.
-
Release of curated-transformers: Pure PyTorch library for LLMs
By
–
Excited to release this! A pure @PyTorch library for LLMs and other transformers. It strikes a different trade-off from @huggingface Transformers. curated-transformers won't be up-to-the-minute with new architectures, added verbatim. Instead the implementations are factored out https://
x.com/spacy_io/statu
/spacy_io/status/1679480083801866241
… -
AI Optimizes Supply Chain Management with ChatGPT Integration
By
–
How can #AI help optimize supply chain management? @RXAio joined us for a webinar to demonstrate how to integrate #ChatGPT to optimize data science practices to drive more accurate predictions and reduce risk. Watch the webinar on-demand now!
-
Heather Gorr explores machine learning fundamentals and applications
By
–
Watch @HeatherGorr dive into #MachineLearning 👇 https://t.co/NYvS3ddRqX
— MathWorks (@MathWorks) 13 juillet 2023Watch @HeatherGorr dive into #MachineLearning
-
Autonomous Robots Recharge Without Human Assistance Using ML
By
–
It can open its doors and find the nearest electric outlet to recharge without human assistance. Read more about this interesting development here: https://
bit.ly/46GSjFH @uofcincy @_DigitalIndia @GoI_MeitY @NeGD_GoI @nasscom #Robots #Robotics #machinelearning #INDIAai -
Gzip and kNN Outperform Transformers for Text Classification
By
–
Gzip + kNN beats transformers on text classification. (Gzip as in good old zip file compression)
-
CottonAce AI Surveillance App Training for Field Staff
By
–
We provided training to the field staff of our partner organizations in Gujarat, enabling them to oversee the implementation of CottonAce. We explained the functionalities of our AI-powered surveillance and instant advisory app, and how to utilize the User Management Portal.