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Augmented reality devices of the future will likely fuse sensor data from several modalities, allowing multichannel speech enhancement algorithms to exploit, for example, head orientation and accurately estimated source directions. Augmented hearing therefore offers the potential for easier communication in noisy environments, such as restaurants and bars.
The SPEAR challenge offers the opportunity for researchers to benchmark existing speech enhancement algorithms and try out new ideas in the context of head-worn microphone arrays where positional information is available to the algorithm. Using recorded and simulated data, participants will obtain their best estimate of a binaural target signal from a given microphone array where real time information of the wearer head rotation and of the target direction of arrival is available. Enhanced signals will be evaluated through metric calculation and crowdsourced listening tests. To help get started a baseline algorithm is provided.
The challenge is being run by the Speech and Audio Processing lab at Imperial College London in partnership with Reality Labs Research (Meta). More information can be found on the website along with all the freely available data and tools. We encourage people to register for the latest information and to follow the SPEAR challenge on Twitter.
For more information, email, spear.challenge@gmail.com.
Nomination/Position | Deadline |
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Call for Mentors: 2025 IEEE SPS SigMA Program - Signal Processing Mentorship Academy | 14 September 2025 |
Last Call for Nominations: Technical Committee Vice Chair and Member Positions | 15 September 2025 |
Call for Nominations: Technical Committee Vice Chair and Member Positions | 15 September 2025 |
Submit Your Papers for ICASSP 2026! | 17 September 2025 |
Call for Nominations: Awards Board, Industry Board and Nominations & Elections Committee | 19 September 2025 |
Meet the 2025 Candidates: IEEE President-Elect | 1 October 2025 |
Take Part in the 2025 Low-Resource Audio Codec (LRAC) Challenge | 1 October 2025 |
Call for proposals: 2027 IEEE Conference on Artificial Intelligence (CAI) | 1 October 2025 |
Call for Nominations for the SPS Chapter of the Year Award | 15 October 2025 |
Submit a Proposal for ICASSP 2030 | 31 October 2025 |
Call for Project Proposals: IEEE SPS SigMA Program - Signal Processing Mentorship Academy | 2 November 2025 |
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