def test_lpc_dim(): fname = "final-log/lpc-dim.log" sys.stdout = open(fname, 'a') for n_c in [11, 13, 15, 17, 19, 23, 25]: print "n_dim={} LPC WINL=32, WINS=16".format(n_c) test_feature(get_extractor(LPC.extract, n_lpc=n_c), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_bob_win(): fname = "final-log/bob-win.log" sys.stdout = open(fname, 'a') for n_c in [20, 24, 28, 32, 36, 40]: print "n_ceps=19 MFCC NFILTER=55, WINL={0}".format(n_c) test_feature(get_extractor(BOB.extract, win_length_ms=n_c, win_shift_ms=n_c/ 2), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_lpc_win(): fname = "final-log/lpc-win.log" sys.stdout = open(fname, 'a') for n_c in [20, 24, 28, 32, 36, 40]: print "n_dim=15 LPC WINL={0}".format(n_c) test_feature(get_extractor(LPC.extract, win_length_ms=n_c, win_shift_ms=n_c/ 2), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_bob_nfilter(): fname = "final-log/bob-nfilter.log" sys.stdout = open(fname, 'a') for n_f in [20, 25, 30, 35, 40, 45, 50, 55]: print "MFCC NFILTER={}".format(n_f) test_feature(get_extractor(BOB.extract, n_filters=n_f), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_bob_nceps(): fname = "final-log/bob-nceps.log" sys.stdout = open(fname, 'a') for n_c in [13, 15, 17, 19, 23, 25]: print "n_ceps={} MFCC NFILTER=55, WINL=32, WINS=16".format(n_c) test_feature(get_extractor(BOB.extract, n_ceps=n_c), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_lpc_dim(): fname = "final-log/lpc-dim.log" sys.stdout = open(fname, "a") for n_c in [11, 13, 15, 17, 19, 23, 25]: print "n_dim={} LPC WINL=32, WINS=16".format(n_c) test_feature(get_extractor(LPC.extract, n_lpc=n_c), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_bob_nceps(): fname = "final-log/bob-nceps.log" sys.stdout = open(fname, "a") for n_c in [13, 15, 17, 19, 23, 25]: print "n_ceps={} MFCC NFILTER=55, WINL=32, WINS=16".format(n_c) test_feature(get_extractor(BOB.extract, n_ceps=n_c), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_bob_nfilter(): fname = "final-log/bob-nfilter.log" sys.stdout = open(fname, "a") for n_f in [20, 25, 30, 35, 40, 45, 50, 55]: print "MFCC NFILTER={}".format(n_f) test_feature(get_extractor(BOB.extract, n_filters=n_f), X_train, y_train, X_test, y_test) sys.stdout.close()
def test_lpc_win(): fname = "final-log/lpc-win.log" sys.stdout = open(fname, "a") for n_c in [20, 24, 28, 32, 36, 40]: print "n_dim=15 LPC WINL={0}".format(n_c) test_feature( get_extractor(LPC.extract, win_length_ms=n_c, win_shift_ms=n_c / 2), X_train, y_train, X_test, y_test ) sys.stdout.close()
def test_bob_win(): fname = "final-log/bob-win.log" sys.stdout = open(fname, "a") for n_c in [20, 24, 28, 32, 36, 40]: print "n_ceps=19 MFCC NFILTER=55, WINL={0}".format(n_c) test_feature( get_extractor(BOB.extract, win_length_ms=n_c, win_shift_ms=n_c / 2), X_train, y_train, X_test, y_test ) sys.stdout.close()