TY - GEN
T1 - Implementation of Zero-Phase Zero Frequency Resonator Algorithm on FPGA
AU - Jabbar, Syed Abdul
AU - Sharma, Purva
AU - Gurugubelli, Krishna
AU - Azeemuddin, Syed
AU - Vuppala, Anil Kumar
N1 - Publisher Copyright:
© 2022 ACM.
PY - 2022/8/4
Y1 - 2022/8/4
N2 - Epoch location is an important parameter for analysis of excitation source information from the speech signals. From several years lot of research have been done to find accurate locations of epochs. Epochs are instants at which vocal tract system are excited significantly. The prominent location of epochs can be found during the production of speech signals. However, due to the time varying nature of excitation source and the vocal tract system it is difficult to find accurate location of epochs. From various epoch extraction methods, Zero Frequency Filtering (ZFF) is the simplest and most widely used method to find accurate locations of epochs due to its highest identification rate and lowest false alarm rate among other algorithms. ZFF uses Infinite Impulse Response (IIR) filter followed by trend removal blocks however, the filter used in ZFF method is unstable which makes it unsuitable for practical implementation. In the literature many stable implementations of ZFF algorithms have been proposed. Compared to other stable algorithms of ZFF, Zero-phase Zero Frequency Resonator has simple design and gives the highest identification rate among other epoch extraction algorithms including ZFF. In this paper, the implementation of ZFF and ZP-ZFR has been proposed on FPGA board using Verilog which is Hardware Description Language (HDL).
AB - Epoch location is an important parameter for analysis of excitation source information from the speech signals. From several years lot of research have been done to find accurate locations of epochs. Epochs are instants at which vocal tract system are excited significantly. The prominent location of epochs can be found during the production of speech signals. However, due to the time varying nature of excitation source and the vocal tract system it is difficult to find accurate location of epochs. From various epoch extraction methods, Zero Frequency Filtering (ZFF) is the simplest and most widely used method to find accurate locations of epochs due to its highest identification rate and lowest false alarm rate among other algorithms. ZFF uses Infinite Impulse Response (IIR) filter followed by trend removal blocks however, the filter used in ZFF method is unstable which makes it unsuitable for practical implementation. In the literature many stable implementations of ZFF algorithms have been proposed. Compared to other stable algorithms of ZFF, Zero-phase Zero Frequency Resonator has simple design and gives the highest identification rate among other epoch extraction algorithms including ZFF. In this paper, the implementation of ZFF and ZP-ZFR has been proposed on FPGA board using Verilog which is Hardware Description Language (HDL).
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U2 - 10.1145/3549206.3549217
DO - 10.1145/3549206.3549217
M3 - Conference contribution
AN - SCOPUS:85141133684
T3 - ACM International Conference Proceeding Series
SP - 49
EP - 53
BT - 2022 14th International Conference on Contemporary Computing, IC3 2022
A2 - Iyengar, Sundaraja Sitharama
A2 - Saxena, Vikas
PB - Association for Computing Machinery
T2 - 14th International Conference on Contemporary Computing, IC3 2022
Y2 - 4 August 2022 through 6 August 2022
ER -