In a recent publication, IBM researchers describe a novel speaker diarization algorithm that can consider not only speaker information, but also identifying clues about individual recording environments that help differentiate between the speakers, resulting in improved diarization accuracy for our in-house, real test cases as well as public benchmark data.
The 45th International Conference on Acoustics, Speech, and Signal Processing is taking place virtually from May 4-8. IBM Research AI is pleased to support the conference as a bronze patron and to share our latest research results, described in nine papers that will be presented at the conference.
IBM scientists presented three papers at INTERSPEECH 2019 that address the shortcomings of End-to-end automatic approaches for speech recognition - an emerging paradigm in the field of neural network-based speech recognition that offers multiple benefits.
A new approach to real-time sequential decision-making represents a step towards autonomous agents that can make critical decisions in real time.
As March 8, 2018 marks International Women’s Day, this year’s campaign is a #PressforProgress – focusing on gender parity in the community and in the workplace. Since early days at IBM, we have always been led by Thomas J. Watson Jr.’s famous 1953 memo: “It is the policy of this organization to hire people who […]
Real life is taking a step closer to The Sims video game series. This week at SuperComputing 17 in Denver, Colorado, the Japan Science and Technology Agency (JST) is introducing series of demos, including new research from IBM scientists in Japan which can simulate social situations such as shopping at the mall or an emergency […]
Since our bio-inspired machine learning technology “Dynamic Boltzmann Machine (DyBM)” debuted in the fall of 2015, we received many comments on the music demo and human evolution image that we used to show how an artificial neural network learns about different topics in different formats. Many developers expressed interest in using the code to let […]
Imagine covering the globe with a sheet of artificial, internet-enabled neurons. And these Internet of Things (IoT) neurons could send their local information to other neurons just like the synapses in our brains. For example, a ground temperature neuron at one location gets collected and shared with air quality neurons, and vice versa. This spatio-temporal […]
For the first time in 26 years, Australia is hosting the globally revered International Joint Conference for Artificial Intelligence (IJCAI). The greatest minds in artificial intelligence (AI) from across the globe will descend on Melbourne next week to present the latest advancements in training machines to learn, reason and interact in a natural, human-like way. […]
This week IBM Research will be participating at the Conference on Computer Vision and Pattern Recognition (CVPR) in Honolulu, Hawaii from July 21 –25. As a major computer vision event, it’s a place for researchers, academics, students, and even investors to learn about the latest advances in the field. IBM’s presence this year includes multiple […]
Since its inaugural event in 2013, thousands of developers, scientists, analysts, researchers and executives from around the globe have trekked to the Spark Summit to talk about how the open source processing engine known as Apache Spark can apply big data, machine learning and data science to deliver new insights. With more than 1,000 contributors […]