Blog(13)

• Dynamic Video Frame Interpolator with Integrated Difficulty Pre-Assessment

  Video frame interpolation (VFI) aims to generate intermediate frames between consecutive frames. It is widely applied in video generation [1] video editing [2], frame rate up-conversion [3], etc. Despite improved accuracy driven by deep learning, VFI models are becoming more and more computationally heavy, making them infeasible for practical applications.

• FFT-Based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images

  In recent years, home robot technologies have hugely improved thanks to the progress of vision systems installed on them. Technologies such as object detection and recognition help robotic devices to avoid obstacles and recognize objects in the environment.

• Enabling Device Control Planning Capabilities of Small Language Model

  Wouldn't it be nice when you say ‘the room is too bright' and an automated system can plan to close the window and/or level down the lights to make the room less bright? To perform such device control task, the system not only requires understanding the intent of utterance, but also needs to devise multi-step plan to achieve the intended goal.

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Publications(62)

• Open Implementation and Study of BEST-RQ for Speech Processing

  AuthorTitouan Parcollet

  PublishedInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP)

  Date2024-04-19

• Core Body Temperature and its Role in Detecting Acute Stress: A Feasibility Study

  AuthorMehrab Bin Morshed,Mahbubur Rahman,Viswam Nathan,Li Zhu,Jungmok Bae,Jilong Kuang

  PublishedIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

  Date2024-04-16

• Extremely Light-Weight Learning Based LDR to PQ HDR Conversion Using Bernstein Curves

  AuthorDung Trung Vo,Chenguang Liu,McClain Craig Nelson

  PublishedIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

  Date2024-04-15

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News(13)

• Samsung's New Breakthrough in Speech and Image Signal Processing

  The 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) has accepted five research papers from Samsung R&D Institute China-Beijing (SRC-B). ICASSP, organized by the Institute of Electrical and Electronics Engineers (IEEE), represents a premier international conference in signal processing with substantial international influence.

• Samsung R&D Institute Poland Placed 1st in ICASSP 2024 Challenge

  At the International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Samsung R&D Institute Poland achieved first place in the 2nd e-Prevention Challenge, First Track. The competition is a prominent feature of the world’s largest technical conference on signal processing and its applications. This achievement marks a significant milestone for SRPOL in the realms of wearable technology and health.

• Samsung R&D Institute Poland Placed 1st in ICASSP 2024 Challenge

  At the International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Samsung R&D Institute Poland achieved first place in the 2nd e-Prevention Challenge, First Track. The competition is a prominent feature of the world’s largest technical conference on signal processing and its applications. This achievement marks a significant milestone for SRPOL in the realms of wearable technology and health.

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