Preview

Doklady BGUIR

Advanced search

Digital filter banks for modern audiosignal processing tasks

Abstract

The paper reviews techniques of digital filter bank synthesis that can be applied for contemporary speech processing challenges. The paper describes practical experience of using digital filter banks in original systems of sound processing, namely, musical player with noise-aware audio enhancement and hearing aid application for a smartphone.

About the Authors

M. I. Vashkevich
Белорусский государственный университет информатики и радиоэлектроники, Республика Беларусь
Belarus


I. S. Azarov
Белорусский государственный университет информатики и радиоэлектроники, Республика Беларусь
Belarus


A. A. Petrovsky
Белорусский государственный университет информатики и радиоэлектроники, Республика Беларусь
Belarus


References

1. Анализаторы речевых и звуковых сигналов: методы, алгоритмы и практика (с MATLAB примерами) / под ред. А.А. Петровского. Минск: Бестпринт, 2009. 456 с.

2. Изменение частоты основного тона речевого сигнала на основе гармонической модели с нестационарными параметрами / И.С. Азаров [и др.] // Труды СПИИРАН. 2014. Вып. 32. С. 5-26.

3. Azarov E., Vashkevich M., Petrovsky A. GUSLAR: A framework for automated singing voice correction // Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). Florence, Italy, 4-9 May 2014. P. 7969-7973.

4. Вашкевич М.И., Азаров И.С., Петровский А.А. Косинусно-модулированные банки фильтров с фазовым преобразованием: реализация и применение в слуховых аппаратах. М. : Горячая линия-Телеком, 2014. 210 с.

5. Вашкевич М.И., Петровский А.А. Алгебраический метод синтеза быстрых алгоритмов дискретного косинусного преобразования произвольного размера // Автоматика и вычислительная техника. 2012. № 5. С. 48-57.

6. Vashkevich M., Azarov E., Petrovsky A. Low-delay hearing aid based on cochlear model with nonuniform subband acoustic feedback cancellation // Proc. EUSIPCO'12. Bucharest, Romania, 27-31 August 2012. P. 514-518.

7. Вашкевич М.И., Азаров И.С., Петровский А.А. Подавление эффекта акустической обратной связи в слуховых аппаратах с использованием неравнополосного банка фильтров // Информатика. 2012. № 2 (34). С. 50-60.

8. General-purpose listening enhancement based on subband non-linear amplification with psychoacoustic criterion / E. Azarov [et al.] // 138-th Audio Engineering Society Convention (AES'138), Warsaw, Poland 7-10 May, 2015. (Convention paper 9265).

9. Способ повышения разборчивости и информативности звуковых сигналов в шумовой обстановке: пат. № 2589298 Росс. Федер. / М.И. Вашкевич, И.С. Азаров, А.Ю. Бредихин, А.А. Петровский; опубл. 10.07.2016.

10. Vashkevich M., Azarov E., Petrovsky A. Real-time implementation of hearing aid with combined noise and acoustic feedback reduction based on smartphone // Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). New Orleans, USA, 5-9 March 2017. P. 6570-6571.

11. Petralex: A smartphone-based real-time digital hearing aid with combined noise reduction and acoustic feedback suppression / M. Vashkevich [et al.] // Proc. of International Conference Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA'2017). Poznan, Poland 20-22 September 2017. P. 249-254.

12. Azarov E., Vashkevich M., Petrovsky A. Instantaneous pitch estimation based on RAPT framework // Proc. EUSIPCO'12. Bucharest, Romania, 27-31 August 2012. P. 2787-2791.

13. Azarov E., Vashkevich M., Petrovsky A. Instantaneous pitch estimation algorithm based on multirate sampling // Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). Shanghai, China, May 20-25 2016. P. 4970-4974.

14. Analizatory rechevyh i zvukovyh signalov: metody, algoritmy i praktika (s MATLAB primerami) / pod red. A.A. Petrovskogo. Minsk: Bestprint, 2009. 456 s. (in Russ.)

15. Izmenenie chastoty osnovnogo tona rechevogo signala na osnove garmonicheskoj modeli s nestacionarnymi parametrami / I.S. Azarov [i dr.] // Trudy SPIIRAN. 2014. Vyp. 32. S. 5-26. (in Russ.)

16. Azarov E., Vashkevich M., Petrovsky A. GUSLAR: A framework for automated singing voice correction // Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). Florence, Italy, 4-9 May 2014. P. 7969-7973.

17. Vashkevich M.I., Azarov I.S., Petrovskij A.A. Kosinusno-modulirovannye banki fil'trov s fazovym preobrazovaniem: realizacija i primenenie v sluhovyh apparatah. M. : Gorjachaja linija-Telekom, 2014. 210 s. (in Russ.)

18. Vashkevich M.I., Petrovskij A.A. Algebraicheskij metod sinteza bystryh algoritmov diskretnogo kosinusnogo preobrazovanija proizvol'nogo razmera // Avtomatika i vychislitel'naja tehnika. 2012. № 5. S. 48-57. (in Russ.)

19. Vashkevich M., Azarov E., Petrovsky A. Low-delay hearing aid based on cochlear model with nonuniform subband acoustic feedback cancellation // Proc. EUSIPCO'12. Bucharest, Romania, 27-31 August 2012. P. 514-518.

20. Vashkevich M.I., Azarov I.S., Petrovskij A.A. Podavlenie jeffekta akusticheskoj obratnoj svjazi v sluhovyh apparatah s ispol'zovaniem neravnopolosnogo banka fil'trov // Informatika. 2012. № 2 (34). S. 50-60.

21. General-purpose listening enhancement based on subband non-linear amplification with psychoacoustic criterion / E. Azarov [et al.] // 138-th Audio Engineering Society Convention (AES'138), Warsaw, Poland 7-10 May, 2015. (Convention paper 9265).

22. Sposob povyshenija razborchivosti i informativnosti zvukovyh signalov v shumovoj obstanovke: pat. № 2589298 Ross. Feder. / M.I. Vashkevich, I.S. Azarov, A.Ju. Bredihin, A.A. Petrovskij; opubl. 10.07.2016. (in Russ.)

23. Vashkevich M., Azarov E., Petrovsky A. Real-time implementation of hearing aid with combined noise and acoustic feedback reduction based on smartphone // Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). New Orleans, USA, 5-9 March 2017. P. 6570-6571.

24. Petralex: A smartphone-based real-time digital hearing aid with combined noise reduction and acoustic feedback suppression / M. Vashkevich [et al.] // Proc. of International Conference Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA'2017). Poznan, Poland 20-22 September 2017. P. 249-254.

25. Azarov E., Vashkevich M., Petrovsky A. Instantaneous pitch estimation based on RAPT framework // Proc. EUSIPCO'12. Bucharest, Romania, 27-31 August 2012. P. 2787-2791.

26. Azarov E., Vashkevich M., Petrovsky A. Instantaneous pitch estimation algorithm based on multirate sampling // Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). Shanghai, China, May 20-25 2016. P. 4970-4974.


Review

For citations:


Vashkevich M.I., Azarov I.S., Petrovsky A.A. Digital filter banks for modern audiosignal processing tasks. Doklady BGUIR. 2019;(2):100-111. (In Russ.)

Views: 460


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1729-7648 (Print)
ISSN 2708-0382 (Online)