Publication: Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution
Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution
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Ceolini, E., Kiselev, I., & Liu, S.-C. (2020). Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28, 1428–1439. https://doi.org/10.1109/taslp.2020.2989545
Abstract
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Evaluation methods for multi-channel speech separation algorithms in the real world are becoming increasingly important as the number of applications involving audio assistants and hearing aid devices continues to grow. To make such evaluations easier, this paper presents a multi-microphone hardware platform, WHISPER, built specifically for this purpose and its subsequent use for evaluating speech processing algorithms. The platform can also be constructed as an ad-hoc wireless acoustic sensor network (WASN) with high synchronization
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- Ceolini, Enea
- Kiselev, Ilya
- Liu, Shih-Chii
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Citations
Ceolini, E., Kiselev, I., & Liu, S.-C. (2020). Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28, 1428–1439. https://doi.org/10.1109/taslp.2020.2989545
