Human language technologies
Advancing how machines understand and generate human language across speech, text, and translation.
CodeXGLUE: A benchmark dataset and open challenge for code intelligence
According to Evans Data Corporation (opens in new tab), there are 23.9 million professional developers in 2019, and the population is expected to reach 28.7 million in 2024. With the growing population of developers, code…
Geometry-constrained Beamforming Network for end-to-end Farfield Sound Source Separation
Environmental noise, reverberation and interfering speakers negatively affect the quality of the speech signal and therefore degrade the performance of many speech communication systems including automatic speech recognition systems, hearing assistive devices and mobile devices.…
Dataflow-based Dialogue
We’ve developed a new dialogue modeling framework for dialogue that can handle complex scenarios. Our approach is based on representing dialogue states as dataflow graphs.