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October 25, 2017 05:43
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Read in pitch tracks from .wav files as an R data frame
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# This is a tidyverse-friendly wrapper function for wrassp::mhsF0 | |
# | |
# Usage: | |
# | |
# dir(path = ".", pattern = "*.wav", full.names = TRUE) %>% mhsF0_df | |
# dir(path = ".", pattern = "*.wav", full.names = TRUE) %>% mhsF0_df(beginTime = 1, gender = "f") | |
# | |
# For list of arguments to wrassp::mhsF0, see https://www.rdocumentation.org/packages/wrassp/versions/0.1.4/topics/mhsF0 | |
mhsF0_df <- function(fileList, ...) { | |
mhsF0_func <- partial( | |
...f = wrassp::mhsF0, | |
toFile = FALSE, | |
... | |
) | |
map( | |
.x = fileList, | |
.f = function(filePath) { | |
res <- mhsF0_func(filePath) | |
attr(res, "filePath") <- filePath | |
res | |
} | |
) %>% | |
map_df( | |
.f = function(mhsF0_result) { | |
times <- seq( | |
from = attr(mhsF0_result, "startTime"), | |
length.out = length(mhsF0_result$pitch), | |
by = 1/attr(mhsF0_result, "sampleRate") | |
) | |
data.frame( | |
stringsAsFactors = FALSE, | |
file = attr(mhsF0_result, "filePath"), | |
time = times, | |
pitch = mhsF0_result$pitch | |
) | |
} | |
) | |
} |
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