piccal/rt_note_analysis.py

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##| Copyright: (C) 2019-2020 Kevin Larke <contact AT larke DOT org>
##| License: GNU GPL version 3.0 or above. See the accompanying LICENSE file.
import types
import numpy as np
from rms_analysis import audio_harm_rms
from rms_analysis import audio_rms
from rms_analysis import locate_peak_indexes
from rms_analysis import measure_duration_ms
class RT_Analyzer:
def __init__(self):
self.td_dur_ms = 0
self.td_db = 0
self.hm_dur_ms = 0
self.hm_db = 0
def analyze_note( self, audioDev, midi_pitch, begTimeMs, endTimeMs, anlArgD ):
td_dur_ms = 0
td_db = 0
hm_dur_ms = 0
hm_db = 0
decay_pct = 50.0
result = audioDev.linear_buffer()
if result:
sigV = result.value
anlArgs = types.SimpleNamespace(**anlArgD)
rmsDbV, rms_srate, binHz = audio_harm_rms( audioDev.srate, np.squeeze(sigV), anlArgs.rmsWndMs, anlArgs.rmsHopMs, anlArgs.dbLinRef, midi_pitch, anlArgs.harmCandN, anlArgs.harmN )
pkIdxL = locate_peak_indexes( rmsDbV, rms_srate, [( begTimeMs, endTimeMs)] )
if len(pkIdxL) > 0:
end_idx = int(round(endTimeMs * rms_srate / 1000.0))
if end_idx > pkIdxL[0]:
hm_dur_ms = measure_duration_ms( rmsDbV, rms_srate, pkIdxL[0], end_idx, decay_pct )
hm_db = rmsDbV[ pkIdxL[0] ]
tdRmsDbV, rms0_srate = audio_rms( audioDev.srate, np.squeeze(sigV), anlArgs.rmsWndMs, anlArgs.rmsHopMs, anlArgs.dbLinRef )
tdPkIdxL = locate_peak_indexes( tdRmsDbV, rms0_srate, [( begTimeMs, endTimeMs)] )
if len(tdPkIdxL):
end_idx = int(round(endTimeMs * rms0_srate / 1000.0))
if end_idx > tdPkIdxL[0]:
td_dur_ms = measure_duration_ms( tdRmsDbV, rms0_srate, tdPkIdxL[0], end_idx, decay_pct )
td_db = tdRmsDbV[ tdPkIdxL[0] ]
td_d_ms = td_dur_ms - self.td_dur_ms
td_d_db = td_db - self.td_db
hm_d_ms = hm_dur_ms - self.hm_dur_ms
hm_d_db = hm_db - self.hm_db
print("DUR: %5.2f %5.2f d:%5.2f %5.2f dB | %i %i d:%i %i ms" % (hm_db, td_db, hm_d_db, td_d_db, hm_dur_ms, td_dur_ms, hm_d_ms, td_d_ms) )
self.td_dur_ms = td_dur_ms
self.td_db = td_db
self.hm_dur_ms = hm_dur_ms
self.hm_db = hm_db