no code implementations • 16 Jan 2024 • Alon Vinnikov, Amir Ivry, Aviv Hurvitz, Igor Abramovski, Sharon Koubi, Ilya Gurvich, Shai Pe`er, Xiong Xiao, Benjamin Martinez Elizalde, Naoyuki Kanda, Xiaofei Wang, Shalev Shaer, Stav Yagev, Yossi Asher, Sunit Sivasankaran, Yifan Gong, Min Tang, Huaming Wang, Eyal Krupka
The challenge focuses on distant speaker diarization and automatic speech recognition (DASR) in far-field meeting scenarios, with single-channel and known-geometry multi-channel tracks, and serves as a launch platform for two new datasets: First, a benchmarking dataset of 315 meetings, averaging 6 minutes each, capturing a broad spectrum of real-world acoustic conditions and conversational dynamics.
1 code implementation • 1 Oct 2022 • Shalev Shaer, Gal Maman, Yaniv Romano
Our test can work with any sophisticated machine learning algorithm to enhance data efficiency to the extent possible.
no code implementations • 3 Jul 2022 • Shalev Shaer, Yaniv Romano
This is done by introducing a new cost function that aims at maximizing the test statistic used to measure violations of conditional independence.