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comparison notebooks/sensitivity_experiment.ipynb @ 27:e4736064d282 branch-tests

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sensitivity experiment running as .py and explain pca components
author mpanteli <m.x.panteli@gmail.com>
date Wed, 13 Sep 2017 19:56:39 +0100
parents 29b5ee381305
children 90f8a2ea6f6f
comparison
equal deleted inserted replaced
26:29b5ee381305 27:e4736064d282
822 "## now run for the whole dataset" 822 "## now run for the whole dataset"
823 ] 823 ]
824 }, 824 },
825 { 825 {
826 "cell_type": "code", 826 "cell_type": "code",
827 "execution_count": null, 827 "execution_count": 59,
828 "metadata": {}, 828 "metadata": {},
829 "outputs": [ 829 "outputs": [
830 { 830 {
831 "name": "stdout", 831 "name": "stdout",
832 "output_type": "stream", 832 "output_type": "stream",
3494 "60 44 44 44 45\n", 3494 "60 44 44 44 45\n",
3495 "file 373 of 5037\n", 3495 "file 373 of 5037\n",
3496 "loading speech/music segments...\n", 3496 "loading speech/music segments...\n",
3497 "extracting onset patterns and mfccs...\n", 3497 "extracting onset patterns and mfccs...\n",
3498 "extracting chroma...\n", 3498 "extracting chroma...\n",
3499 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n" 3499 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3500 "(45, 240)\n",
3501 "60 44 44 44 45\n",
3502 "file 374 of 5037\n",
3503 "loading speech/music segments...\n",
3504 "extracting onset patterns and mfccs...\n",
3505 "extracting chroma...\n",
3506 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3507 "(60, 240)\n",
3508 "60 44 44 44 60\n",
3509 "file 375 of 5037\n",
3510 "loading speech/music segments...\n",
3511 "extracting onset patterns and mfccs...\n",
3512 "extracting chroma...\n",
3513 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3514 "(45, 240)\n",
3515 "60 44 44 44 45\n",
3516 "file 376 of 5037\n",
3517 "loading speech/music segments...\n",
3518 "extracting onset patterns and mfccs...\n",
3519 "extracting chroma...\n",
3520 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3521 "(45, 240)\n",
3522 "60 44 44 44 45\n",
3523 "file 377 of 5037\n",
3524 "loading speech/music segments...\n",
3525 "extracting onset patterns and mfccs...\n",
3526 "extracting chroma...\n",
3527 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3528 "(45, 240)\n",
3529 "60 44 44 44 45\n",
3530 "file 378 of 5037\n",
3531 "loading speech/music segments...\n",
3532 "extracting onset patterns and mfccs...\n",
3533 "extracting chroma...\n",
3534 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3535 "(45, 240)\n",
3536 "60 44 44 44 45\n",
3537 "file 379 of 5037\n",
3538 "loading speech/music segments...\n",
3539 "extracting onset patterns and mfccs...\n",
3540 "extracting chroma...\n",
3541 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3542 "(45, 240)\n",
3543 "60 44 44 44 45\n",
3544 "file 380 of 5037\n",
3545 "loading speech/music segments...\n",
3546 "extracting onset patterns and mfccs...\n",
3547 "extracting chroma...\n",
3548 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3549 "(45, 240)\n",
3550 "60 44 44 44 45\n",
3551 "file 381 of 5037\n",
3552 "loading speech/music segments...\n",
3553 "extracting onset patterns and mfccs...\n",
3554 "extracting chroma...\n",
3555 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3556 "(45, 240)\n",
3557 "60 44 44 44 45\n",
3558 "file 382 of 5037\n",
3559 "loading speech/music segments...\n",
3560 "extracting onset patterns and mfccs...\n",
3561 "extracting chroma...\n",
3562 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3563 "(60, 240)\n",
3564 "60 44 44 44 60\n",
3565 "file 383 of 5037\n",
3566 "loading speech/music segments...\n",
3567 "extracting onset patterns and mfccs...\n",
3568 "extracting chroma...\n",
3569 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3570 "(45, 240)\n",
3571 "60 44 44 44 45\n",
3572 "file 384 of 5037\n",
3573 "loading speech/music segments...\n",
3574 "extracting onset patterns and mfccs...\n",
3575 "extracting chroma...\n",
3576 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3577 "(60, 240)\n",
3578 "60 44 44 44 60\n",
3579 "file 385 of 5037\n",
3580 "loading speech/music segments...\n",
3581 "extracting onset patterns and mfccs...\n",
3582 "extracting chroma...\n",
3583 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3584 "(45, 240)\n",
3585 "60 44 44 44 45\n",
3586 "file 386 of 5037\n",
3587 "loading speech/music segments...\n",
3588 "extracting onset patterns and mfccs...\n"
3589 ]
3590 },
3591 {
3592 "name": "stdout",
3593 "output_type": "stream",
3594 "text": [
3595 "extracting chroma...\n",
3596 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3597 "(45, 240)\n",
3598 "60 44 44 44 45\n",
3599 "file 387 of 5037\n",
3600 "loading speech/music segments...\n",
3601 "extracting onset patterns and mfccs...\n",
3602 "extracting chroma...\n",
3603 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3604 "(45, 240)\n",
3605 "60 44 44 44 45\n",
3606 "file 388 of 5037\n",
3607 "loading speech/music segments...\n",
3608 "extracting onset patterns and mfccs...\n",
3609 "extracting chroma...\n",
3610 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3611 "(45, 240)\n",
3612 "60 44 44 44 45\n",
3613 "file 389 of 5037\n",
3614 "loading speech/music segments...\n",
3615 "extracting onset patterns and mfccs...\n",
3616 "extracting chroma...\n",
3617 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3618 "(60, 240)\n",
3619 "60 44 44 44 60\n",
3620 "file 390 of 5037\n",
3621 "loading speech/music segments...\n",
3622 "extracting onset patterns and mfccs...\n",
3623 "extracting chroma...\n",
3624 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3625 "(45, 240)\n",
3626 "60 44 44 44 45\n",
3627 "file 391 of 5037\n",
3628 "loading speech/music segments...\n",
3629 "extracting onset patterns and mfccs...\n",
3630 "extracting chroma...\n",
3631 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3632 "(45, 240)\n",
3633 "60 44 44 44 45\n",
3634 "file 392 of 5037\n",
3635 "loading speech/music segments...\n",
3636 "extracting onset patterns and mfccs...\n",
3637 "extracting chroma...\n",
3638 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3639 "(45, 240)\n",
3640 "60 44 44 44 45\n",
3641 "file 393 of 5037\n",
3642 "loading speech/music segments...\n",
3643 "extracting onset patterns and mfccs...\n",
3644 "extracting chroma...\n",
3645 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3646 "(45, 240)\n",
3647 "60 44 44 44 45\n",
3648 "file 394 of 5037\n",
3649 "loading speech/music segments...\n",
3650 "extracting onset patterns and mfccs...\n",
3651 "extracting chroma...\n",
3652 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3653 "(45, 240)\n",
3654 "60 44 44 44 45\n",
3655 "file 395 of 5037\n",
3656 "loading speech/music segments...\n",
3657 "extracting onset patterns and mfccs...\n",
3658 "extracting chroma...\n",
3659 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3660 "(45, 240)\n",
3661 "60 44 44 44 45\n",
3662 "file 396 of 5037\n",
3663 "loading speech/music segments...\n",
3664 "extracting onset patterns and mfccs...\n",
3665 "extracting chroma...\n",
3666 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3667 "(45, 240)\n",
3668 "60 44 44 44 45\n",
3669 "file 397 of 5037\n",
3670 "loading speech/music segments...\n",
3671 "extracting onset patterns and mfccs...\n",
3672 "extracting chroma...\n",
3673 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3674 "(45, 240)\n",
3675 "60 44 44 44 45\n",
3676 "file 398 of 5037\n",
3677 "loading speech/music segments...\n",
3678 "extracting onset patterns and mfccs...\n",
3679 "extracting chroma...\n",
3680 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3681 "(45, 240)\n",
3682 "60 44 44 44 45\n",
3683 "file 399 of 5037\n",
3684 "loading speech/music segments...\n",
3685 "extracting onset patterns and mfccs...\n",
3686 "extracting chroma...\n",
3687 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3688 "(45, 240)\n",
3689 "60 44 44 44 45\n",
3690 "file 400 of 5037\n",
3691 "loading speech/music segments...\n",
3692 "extracting onset patterns and mfccs...\n",
3693 "extracting chroma...\n",
3694 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3695 "(45, 240)\n",
3696 "60 44 44 44 45\n",
3697 "file 401 of 5037\n",
3698 "loading speech/music segments...\n",
3699 "extracting onset patterns and mfccs...\n",
3700 "extracting chroma...\n",
3701 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3702 "(45, 240)\n",
3703 "60 44 44 44 45\n",
3704 "file 402 of 5037\n",
3705 "loading speech/music segments...\n",
3706 "extracting onset patterns and mfccs...\n",
3707 "extracting chroma...\n",
3708 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3709 "(45, 240)\n",
3710 "60 44 44 44 45\n",
3711 "file 403 of 5037\n",
3712 "loading speech/music segments...\n",
3713 "extracting onset patterns and mfccs...\n",
3714 "extracting chroma...\n",
3715 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3716 "(45, 240)\n",
3717 "60 44 44 44 45\n",
3718 "file 404 of 5037\n",
3719 "loading speech/music segments...\n",
3720 "extracting onset patterns and mfccs...\n",
3721 "extracting chroma...\n",
3722 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3723 "(45, 240)\n",
3724 "60 44 44 44 45\n",
3725 "file 405 of 5037\n",
3726 "loading speech/music segments...\n",
3727 "extracting onset patterns and mfccs...\n",
3728 "extracting chroma...\n",
3729 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3730 "(45, 240)\n",
3731 "60 44 44 44 45\n",
3732 "file 406 of 5037\n",
3733 "loading speech/music segments...\n",
3734 "extracting onset patterns and mfccs...\n",
3735 "extracting chroma...\n",
3736 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3737 "(45, 240)\n",
3738 "60 44 44 44 45\n",
3739 "file 407 of 5037\n",
3740 "loading speech/music segments...\n",
3741 "extracting onset patterns and mfccs...\n",
3742 "extracting chroma...\n",
3743 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3744 "(45, 240)\n",
3745 "60 44 44 44 45\n",
3746 "file 408 of 5037\n",
3747 "loading speech/music segments...\n",
3748 "extracting onset patterns and mfccs...\n",
3749 "extracting chroma...\n",
3750 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3751 "(60, 240)\n",
3752 "60 44 44 44 60\n",
3753 "file 409 of 5037\n",
3754 "loading speech/music segments...\n",
3755 "extracting onset patterns and mfccs...\n",
3756 "extracting chroma...\n",
3757 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3758 "(60, 240)\n",
3759 "60 44 44 44 60\n",
3760 "file 410 of 5037\n",
3761 "loading speech/music segments...\n",
3762 "extracting onset patterns and mfccs...\n",
3763 "extracting chroma...\n",
3764 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3765 "(45, 240)\n",
3766 "60 44 44 44 45\n",
3767 "file 411 of 5037\n",
3768 "loading speech/music segments...\n",
3769 "extracting onset patterns and mfccs...\n",
3770 "extracting chroma...\n",
3771 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3772 "(45, 240)\n",
3773 "60 44 44 44 45\n",
3774 "file 412 of 5037\n",
3775 "loading speech/music segments...\n",
3776 "extracting onset patterns and mfccs...\n",
3777 "extracting chroma...\n",
3778 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3779 "(45, 240)\n",
3780 "60 44 44 44 45\n",
3781 "file 413 of 5037\n",
3782 "loading speech/music segments...\n",
3783 "extracting onset patterns and mfccs...\n",
3784 "extracting chroma...\n",
3785 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3786 "(45, 240)\n",
3787 "60 44 44 44 45\n",
3788 "file 414 of 5037\n",
3789 "loading speech/music segments...\n",
3790 "extracting onset patterns and mfccs...\n",
3791 "extracting chroma...\n",
3792 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3793 "(45, 240)\n",
3794 "60 44 44 44 45\n",
3795 "file 415 of 5037\n",
3796 "loading speech/music segments...\n",
3797 "extracting onset patterns and mfccs...\n",
3798 "extracting chroma...\n",
3799 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3800 "(60, 240)\n",
3801 "60 44 44 44 60\n",
3802 "file 416 of 5037\n",
3803 "loading speech/music segments...\n",
3804 "extracting onset patterns and mfccs...\n",
3805 "extracting chroma...\n",
3806 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3807 "(45, 240)\n",
3808 "60 44 44 44 45\n",
3809 "file 417 of 5037\n",
3810 "loading speech/music segments...\n",
3811 "extracting onset patterns and mfccs...\n",
3812 "extracting chroma...\n",
3813 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3814 "(45, 240)\n",
3815 "60 44 44 44 45\n",
3816 "file 418 of 5037\n",
3817 "loading speech/music segments...\n",
3818 "extracting onset patterns and mfccs...\n",
3819 "extracting chroma...\n",
3820 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3821 "(45, 240)\n",
3822 "60 44 44 44 45\n",
3823 "file 419 of 5037\n",
3824 "loading speech/music segments...\n",
3825 "extracting onset patterns and mfccs...\n",
3826 "extracting chroma...\n",
3827 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3828 "(45, 240)\n",
3829 "60 44 44 44 45\n",
3830 "file 420 of 5037\n",
3831 "loading speech/music segments...\n",
3832 "extracting onset patterns and mfccs...\n",
3833 "extracting chroma...\n",
3834 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3835 "(45, 240)\n",
3836 "60 44 44 44 45\n",
3837 "file 421 of 5037\n",
3838 "loading speech/music segments...\n",
3839 "extracting onset patterns and mfccs...\n",
3840 "extracting chroma...\n",
3841 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3842 "(45, 240)\n",
3843 "60 44 44 44 45\n",
3844 "file 422 of 5037\n",
3845 "loading speech/music segments...\n",
3846 "extracting onset patterns and mfccs...\n",
3847 "extracting chroma...\n",
3848 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3849 "(45, 240)\n",
3850 "60 44 44 44 45\n",
3851 "file 423 of 5037\n",
3852 "loading speech/music segments...\n",
3853 "extracting onset patterns and mfccs...\n",
3854 "extracting chroma...\n",
3855 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3856 "(45, 240)\n",
3857 "60 44 44 44 45\n",
3858 "file 424 of 5037\n",
3859 "loading speech/music segments...\n",
3860 "extracting onset patterns and mfccs...\n",
3861 "extracting chroma...\n",
3862 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3863 "(45, 240)\n",
3864 "60 44 44 44 45\n",
3865 "file 425 of 5037\n",
3866 "loading speech/music segments...\n",
3867 "extracting onset patterns and mfccs...\n"
3868 ]
3869 },
3870 {
3871 "name": "stdout",
3872 "output_type": "stream",
3873 "text": [
3874 "extracting chroma...\n",
3875 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3876 "(45, 240)\n",
3877 "60 44 44 44 45\n",
3878 "file 426 of 5037\n",
3879 "loading speech/music segments...\n",
3880 "extracting onset patterns and mfccs...\n",
3881 "extracting chroma...\n",
3882 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3883 "(45, 240)\n",
3884 "60 44 44 44 45\n",
3885 "file 427 of 5037\n",
3886 "loading speech/music segments...\n",
3887 "extracting onset patterns and mfccs...\n",
3888 "extracting chroma...\n",
3889 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3890 "(45, 240)\n",
3891 "60 44 44 44 45\n",
3892 "file 428 of 5037\n",
3893 "loading speech/music segments...\n",
3894 "extracting onset patterns and mfccs...\n",
3895 "extracting chroma...\n",
3896 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3897 "(60, 240)\n",
3898 "60 44 44 44 60\n",
3899 "file 429 of 5037\n",
3900 "loading speech/music segments...\n",
3901 "extracting onset patterns and mfccs...\n",
3902 "extracting chroma...\n",
3903 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3904 "(45, 240)\n",
3905 "60 44 44 44 45\n",
3906 "file 430 of 5037\n",
3907 "loading speech/music segments...\n",
3908 "extracting onset patterns and mfccs...\n",
3909 "extracting chroma...\n",
3910 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3911 "(21, 240)\n",
3912 "60 21 21 21 21\n",
3913 "file 431 of 5037\n",
3914 "loading speech/music segments...\n",
3915 "extracting onset patterns and mfccs...\n",
3916 "extracting chroma...\n",
3917 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3918 "(60, 240)\n",
3919 "60 44 44 44 60\n",
3920 "file 432 of 5037\n",
3921 "loading speech/music segments...\n",
3922 "extracting onset patterns and mfccs...\n",
3923 "extracting chroma...\n",
3924 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3925 "(45, 240)\n",
3926 "60 44 44 44 45\n",
3927 "file 433 of 5037\n",
3928 "loading speech/music segments...\n",
3929 "extracting onset patterns and mfccs...\n",
3930 "extracting chroma...\n",
3931 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3932 "(45, 240)\n",
3933 "60 44 44 44 45\n",
3934 "file 434 of 5037\n",
3935 "loading speech/music segments...\n",
3936 "extracting onset patterns and mfccs...\n",
3937 "extracting chroma...\n",
3938 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3939 "(45, 240)\n",
3940 "60 44 44 44 45\n",
3941 "file 435 of 5037\n",
3942 "loading speech/music segments...\n",
3943 "extracting onset patterns and mfccs...\n",
3944 "extracting chroma...\n",
3945 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3946 "(45, 240)\n",
3947 "60 44 44 44 45\n",
3948 "file 436 of 5037\n",
3949 "loading speech/music segments...\n",
3950 "extracting onset patterns and mfccs...\n",
3951 "extracting chroma...\n",
3952 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3953 "(45, 240)\n",
3954 "60 44 44 44 45\n",
3955 "file 437 of 5037\n",
3956 "loading speech/music segments...\n",
3957 "extracting onset patterns and mfccs...\n",
3958 "extracting chroma...\n",
3959 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3960 "(45, 240)\n",
3961 "60 44 44 44 45\n",
3962 "file 438 of 5037\n",
3963 "loading speech/music segments...\n",
3964 "extracting onset patterns and mfccs...\n",
3965 "extracting chroma...\n",
3966 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3967 "(60, 240)\n",
3968 "60 44 44 44 60\n",
3969 "file 439 of 5037\n",
3970 "loading speech/music segments...\n",
3971 "file 440 of 5037\n",
3972 "loading speech/music segments...\n",
3973 "extracting onset patterns and mfccs...\n",
3974 "extracting chroma...\n",
3975 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3976 "(45, 240)\n",
3977 "60 44 44 44 45\n",
3978 "file 441 of 5037\n",
3979 "loading speech/music segments...\n",
3980 "extracting onset patterns and mfccs...\n",
3981 "extracting chroma...\n",
3982 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3983 "(60, 240)\n",
3984 "60 44 44 44 60\n",
3985 "file 442 of 5037\n",
3986 "loading speech/music segments...\n",
3987 "extracting onset patterns and mfccs...\n",
3988 "extracting chroma...\n",
3989 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
3990 "(45, 240)\n",
3991 "60 44 44 44 45\n",
3992 "file 443 of 5037\n",
3993 "loading speech/music segments...\n",
3994 "extracting onset patterns and mfccs...\n",
3995 "extracting chroma...\n",
3996 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
3997 "(60, 240)\n",
3998 "60 44 44 44 60\n",
3999 "file 444 of 5037\n",
4000 "loading speech/music segments...\n",
4001 "extracting onset patterns and mfccs...\n",
4002 "extracting chroma...\n",
4003 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4004 "(60, 240)\n",
4005 "60 44 44 44 60\n",
4006 "file 445 of 5037\n",
4007 "loading speech/music segments...\n",
4008 "extracting onset patterns and mfccs...\n",
4009 "extracting chroma...\n",
4010 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4011 "(60, 240)\n",
4012 "60 44 44 44 60\n",
4013 "file 446 of 5037\n",
4014 "loading speech/music segments...\n",
4015 "extracting onset patterns and mfccs...\n",
4016 "extracting chroma...\n",
4017 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4018 "(45, 240)\n",
4019 "60 44 44 44 45\n",
4020 "file 447 of 5037\n",
4021 "loading speech/music segments...\n",
4022 "extracting onset patterns and mfccs...\n",
4023 "extracting chroma...\n",
4024 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4025 "(45, 240)\n",
4026 "60 44 44 44 45\n",
4027 "file 448 of 5037\n",
4028 "loading speech/music segments...\n",
4029 "extracting onset patterns and mfccs...\n",
4030 "extracting chroma...\n",
4031 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4032 "(45, 240)\n",
4033 "60 44 44 44 45\n",
4034 "file 449 of 5037\n",
4035 "loading speech/music segments...\n",
4036 "extracting onset patterns and mfccs...\n",
4037 "extracting chroma...\n",
4038 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4039 "(45, 240)\n",
4040 "60 44 44 44 45\n",
4041 "file 450 of 5037\n",
4042 "loading speech/music segments...\n",
4043 "extracting onset patterns and mfccs...\n",
4044 "extracting chroma...\n",
4045 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4046 "(60, 240)\n",
4047 "60 44 44 44 60\n",
4048 "file 451 of 5037\n",
4049 "loading speech/music segments...\n",
4050 "extracting onset patterns and mfccs...\n",
4051 "extracting chroma...\n",
4052 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4053 "(45, 240)\n",
4054 "60 44 44 44 45\n",
4055 "file 452 of 5037\n",
4056 "loading speech/music segments...\n",
4057 "extracting onset patterns and mfccs...\n",
4058 "extracting chroma...\n",
4059 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4060 "(60, 240)\n",
4061 "60 44 44 44 60\n",
4062 "file 453 of 5037\n",
4063 "loading speech/music segments...\n",
4064 "extracting onset patterns and mfccs...\n",
4065 "extracting chroma...\n",
4066 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4067 "(45, 240)\n",
4068 "60 44 44 44 45\n",
4069 "file 454 of 5037\n",
4070 "loading speech/music segments...\n",
4071 "extracting onset patterns and mfccs...\n",
4072 "extracting chroma...\n",
4073 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4074 "(45, 240)\n",
4075 "60 44 44 44 45\n",
4076 "file 455 of 5037\n",
4077 "loading speech/music segments...\n",
4078 "extracting onset patterns and mfccs...\n",
4079 "extracting chroma...\n",
4080 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4081 "(60, 240)\n",
4082 "60 44 44 44 60\n",
4083 "file 456 of 5037\n",
4084 "loading speech/music segments...\n",
4085 "extracting onset patterns and mfccs...\n",
4086 "extracting chroma...\n",
4087 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4088 "(60, 240)\n",
4089 "60 44 44 44 60\n",
4090 "file 457 of 5037\n",
4091 "loading speech/music segments...\n",
4092 "extracting onset patterns and mfccs...\n",
4093 "extracting chroma...\n",
4094 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4095 "(45, 240)\n",
4096 "60 44 44 44 45\n",
4097 "file 458 of 5037\n",
4098 "loading speech/music segments...\n",
4099 "extracting onset patterns and mfccs...\n",
4100 "extracting chroma...\n",
4101 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4102 "(45, 240)\n",
4103 "60 44 44 44 45\n",
4104 "file 459 of 5037\n",
4105 "loading speech/music segments...\n",
4106 "extracting onset patterns and mfccs...\n",
4107 "extracting chroma...\n",
4108 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4109 "(60, 240)\n",
4110 "60 44 44 44 60\n",
4111 "file 460 of 5037\n",
4112 "loading speech/music segments...\n",
4113 "extracting onset patterns and mfccs...\n",
4114 "extracting chroma...\n",
4115 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4116 "(60, 240)\n",
4117 "60 44 44 44 60\n",
4118 "file 461 of 5037\n",
4119 "loading speech/music segments...\n",
4120 "extracting onset patterns and mfccs...\n",
4121 "extracting chroma...\n",
4122 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4123 "(45, 240)\n",
4124 "60 44 44 44 45\n",
4125 "file 462 of 5037\n",
4126 "loading speech/music segments...\n",
4127 "extracting onset patterns and mfccs...\n",
4128 "extracting chroma...\n",
4129 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4130 "(45, 240)\n",
4131 "60 44 44 44 45\n",
4132 "file 463 of 5037\n",
4133 "loading speech/music segments...\n",
4134 "extracting onset patterns and mfccs...\n",
4135 "extracting chroma...\n",
4136 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4137 "(45, 240)\n",
4138 "60 44 44 44 45\n",
4139 "file 464 of 5037\n",
4140 "loading speech/music segments...\n",
4141 "extracting onset patterns and mfccs...\n"
4142 ]
4143 },
4144 {
4145 "name": "stdout",
4146 "output_type": "stream",
4147 "text": [
4148 "extracting chroma...\n",
4149 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4150 "(45, 240)\n",
4151 "60 44 44 44 45\n",
4152 "file 465 of 5037\n",
4153 "loading speech/music segments...\n",
4154 "extracting onset patterns and mfccs...\n",
4155 "extracting chroma...\n",
4156 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4157 "(45, 240)\n",
4158 "60 44 44 44 45\n",
4159 "file 466 of 5037\n",
4160 "loading speech/music segments...\n",
4161 "extracting onset patterns and mfccs...\n",
4162 "extracting chroma...\n",
4163 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4164 "(45, 240)\n",
4165 "60 44 44 44 45\n",
4166 "file 467 of 5037\n",
4167 "loading speech/music segments...\n",
4168 "extracting onset patterns and mfccs...\n",
4169 "extracting chroma...\n",
4170 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4171 "(45, 240)\n",
4172 "60 44 44 44 45\n",
4173 "file 468 of 5037\n",
4174 "loading speech/music segments...\n",
4175 "extracting onset patterns and mfccs...\n",
4176 "extracting chroma...\n",
4177 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4178 "(45, 240)\n",
4179 "60 44 44 44 45\n",
4180 "file 469 of 5037\n",
4181 "loading speech/music segments...\n",
4182 "extracting onset patterns and mfccs...\n",
4183 "extracting chroma...\n",
4184 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4185 "(45, 240)\n",
4186 "60 44 44 44 45\n",
4187 "file 470 of 5037\n",
4188 "loading speech/music segments...\n",
4189 "extracting onset patterns and mfccs...\n",
4190 "extracting chroma...\n",
4191 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4192 "(45, 240)\n",
4193 "60 44 44 44 45\n",
4194 "file 471 of 5037\n",
4195 "loading speech/music segments...\n",
4196 "extracting onset patterns and mfccs...\n",
4197 "extracting chroma...\n",
4198 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4199 "(45, 240)\n",
4200 "60 44 44 44 45\n",
4201 "file 472 of 5037\n",
4202 "loading speech/music segments...\n",
4203 "extracting onset patterns and mfccs...\n",
4204 "extracting chroma...\n",
4205 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4206 "(60, 240)\n",
4207 "60 44 44 44 60\n",
4208 "file 473 of 5037\n",
4209 "loading speech/music segments...\n",
4210 "extracting onset patterns and mfccs...\n",
4211 "extracting chroma...\n",
4212 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4213 "(60, 240)\n",
4214 "60 44 44 44 60\n",
4215 "file 474 of 5037\n",
4216 "loading speech/music segments...\n",
4217 "extracting onset patterns and mfccs...\n",
4218 "extracting chroma...\n",
4219 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4220 "(45, 240)\n",
4221 "60 44 44 44 45\n",
4222 "file 475 of 5037\n",
4223 "loading speech/music segments...\n",
4224 "extracting onset patterns and mfccs...\n",
4225 "extracting chroma...\n",
4226 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4227 "(45, 240)\n",
4228 "60 44 44 44 45\n",
4229 "file 476 of 5037\n",
4230 "loading speech/music segments...\n",
4231 "extracting onset patterns and mfccs...\n",
4232 "extracting chroma...\n",
4233 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4234 "(45, 240)\n",
4235 "60 44 44 44 45\n",
4236 "file 477 of 5037\n",
4237 "loading speech/music segments...\n",
4238 "extracting onset patterns and mfccs...\n",
4239 "extracting chroma...\n",
4240 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4241 "(60, 240)\n",
4242 "60 44 44 44 60\n",
4243 "file 478 of 5037\n",
4244 "loading speech/music segments...\n",
4245 "extracting onset patterns and mfccs...\n",
4246 "extracting chroma...\n",
4247 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4248 "(45, 240)\n",
4249 "60 44 44 44 45\n",
4250 "file 479 of 5037\n",
4251 "loading speech/music segments...\n",
4252 "extracting onset patterns and mfccs...\n",
4253 "extracting chroma...\n",
4254 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4255 "(45, 240)\n",
4256 "60 44 44 44 45\n",
4257 "file 480 of 5037\n",
4258 "loading speech/music segments...\n",
4259 "extracting onset patterns and mfccs...\n",
4260 "extracting chroma...\n",
4261 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4262 "(45, 240)\n",
4263 "60 44 44 44 45\n",
4264 "file 481 of 5037\n",
4265 "loading speech/music segments...\n",
4266 "extracting onset patterns and mfccs...\n",
4267 "extracting chroma...\n",
4268 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4269 "(45, 240)\n",
4270 "60 44 44 44 45\n",
4271 "file 482 of 5037\n",
4272 "loading speech/music segments...\n",
4273 "extracting onset patterns and mfccs...\n",
4274 "extracting chroma...\n",
4275 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4276 "(45, 240)\n",
4277 "60 44 44 44 45\n",
4278 "file 483 of 5037\n",
4279 "loading speech/music segments...\n",
4280 "extracting onset patterns and mfccs...\n",
4281 "extracting chroma...\n",
4282 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4283 "(45, 240)\n",
4284 "60 44 44 44 45\n",
4285 "file 484 of 5037\n",
4286 "loading speech/music segments...\n",
4287 "extracting onset patterns and mfccs...\n",
4288 "extracting chroma...\n",
4289 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4290 "(60, 240)\n",
4291 "60 44 44 44 60\n",
4292 "file 485 of 5037\n",
4293 "loading speech/music segments...\n",
4294 "extracting onset patterns and mfccs...\n",
4295 "extracting chroma...\n",
4296 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4297 "(45, 240)\n",
4298 "60 44 44 44 45\n",
4299 "file 486 of 5037\n",
4300 "loading speech/music segments...\n",
4301 "extracting onset patterns and mfccs...\n",
4302 "extracting chroma...\n",
4303 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4304 "(45, 240)\n",
4305 "60 44 44 44 45\n",
4306 "file 487 of 5037\n",
4307 "loading speech/music segments...\n",
4308 "extracting onset patterns and mfccs...\n",
4309 "extracting chroma...\n",
4310 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4311 "(45, 240)\n",
4312 "60 44 44 44 45\n",
4313 "file 488 of 5037\n",
4314 "loading speech/music segments...\n",
4315 "extracting onset patterns and mfccs...\n",
4316 "extracting chroma...\n",
4317 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4318 "(45, 240)\n",
4319 "60 44 44 44 45\n",
4320 "file 489 of 5037\n",
4321 "loading speech/music segments...\n",
4322 "extracting onset patterns and mfccs...\n",
4323 "extracting chroma...\n",
4324 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4325 "(45, 240)\n",
4326 "60 44 44 44 45\n",
4327 "file 490 of 5037\n",
4328 "loading speech/music segments...\n",
4329 "extracting onset patterns and mfccs...\n",
4330 "extracting chroma...\n",
4331 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4332 "(45, 240)\n",
4333 "60 44 44 44 45\n",
4334 "file 491 of 5037\n",
4335 "loading speech/music segments...\n",
4336 "extracting onset patterns and mfccs...\n",
4337 "extracting chroma...\n",
4338 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4339 "(45, 240)\n",
4340 "60 44 44 44 45\n",
4341 "file 492 of 5037\n",
4342 "loading speech/music segments...\n",
4343 "extracting onset patterns and mfccs...\n",
4344 "extracting chroma...\n",
4345 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4346 "(45, 240)\n",
4347 "60 44 44 44 45\n",
4348 "file 493 of 5037\n",
4349 "loading speech/music segments...\n",
4350 "extracting onset patterns and mfccs...\n",
4351 "extracting chroma...\n",
4352 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4353 "(45, 240)\n",
4354 "60 44 44 44 45\n",
4355 "file 494 of 5037\n",
4356 "loading speech/music segments...\n",
4357 "extracting onset patterns and mfccs...\n",
4358 "extracting chroma...\n",
4359 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4360 "(45, 240)\n",
4361 "60 44 44 44 45\n",
4362 "file 495 of 5037\n",
4363 "loading speech/music segments...\n",
4364 "extracting onset patterns and mfccs...\n",
4365 "extracting chroma...\n",
4366 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4367 "(45, 240)\n",
4368 "60 44 44 44 45\n",
4369 "file 496 of 5037\n",
4370 "loading speech/music segments...\n",
4371 "extracting onset patterns and mfccs...\n",
4372 "extracting chroma...\n",
4373 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4374 "(60, 240)\n",
4375 "60 44 44 44 60\n",
4376 "file 497 of 5037\n",
4377 "loading speech/music segments...\n",
4378 "extracting onset patterns and mfccs...\n",
4379 "extracting chroma...\n",
4380 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4381 "(45, 240)\n",
4382 "60 44 44 44 45\n",
4383 "file 498 of 5037\n",
4384 "loading speech/music segments...\n",
4385 "extracting onset patterns and mfccs...\n",
4386 "extracting chroma...\n",
4387 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4388 "(45, 240)\n",
4389 "60 44 44 44 45\n",
4390 "file 499 of 5037\n",
4391 "loading speech/music segments...\n",
4392 "extracting onset patterns and mfccs...\n",
4393 "extracting chroma...\n",
4394 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4395 "(45, 240)\n",
4396 "60 44 44 44 45\n",
4397 "file 500 of 5037\n",
4398 "loading speech/music segments...\n",
4399 "extracting onset patterns and mfccs...\n",
4400 "extracting chroma...\n",
4401 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4402 "(60, 240)\n",
4403 "60 44 44 44 60\n",
4404 "file 501 of 5037\n",
4405 "loading speech/music segments...\n",
4406 "extracting onset patterns and mfccs...\n",
4407 "extracting chroma...\n",
4408 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4409 "(60, 240)\n",
4410 "60 44 44 44 60\n",
4411 "file 502 of 5037\n",
4412 "loading speech/music segments...\n",
4413 "extracting onset patterns and mfccs...\n",
4414 "extracting chroma...\n",
4415 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n"
4416 ]
4417 },
4418 {
4419 "name": "stdout",
4420 "output_type": "stream",
4421 "text": [
4422 "(60, 240)\n",
4423 "60 44 44 44 60\n",
4424 "file 503 of 5037\n",
4425 "loading speech/music segments...\n",
4426 "extracting onset patterns and mfccs...\n",
4427 "extracting chroma...\n",
4428 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4429 "(60, 240)\n",
4430 "60 44 44 44 60\n",
4431 "file 504 of 5037\n",
4432 "loading speech/music segments...\n",
4433 "extracting onset patterns and mfccs...\n",
4434 "extracting chroma...\n",
4435 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4436 "(45, 240)\n",
4437 "60 44 44 44 45\n",
4438 "file 505 of 5037\n",
4439 "loading speech/music segments...\n",
4440 "extracting onset patterns and mfccs...\n",
4441 "extracting chroma...\n",
4442 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4443 "(45, 240)\n",
4444 "60 44 44 44 45\n",
4445 "file 506 of 5037\n",
4446 "loading speech/music segments...\n",
4447 "extracting onset patterns and mfccs...\n",
4448 "extracting chroma...\n",
4449 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4450 "(45, 240)\n",
4451 "60 44 44 44 45\n",
4452 "file 507 of 5037\n",
4453 "loading speech/music segments...\n",
4454 "extracting onset patterns and mfccs...\n",
4455 "extracting chroma...\n",
4456 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4457 "(60, 240)\n",
4458 "60 44 44 44 60\n",
4459 "file 508 of 5037\n",
4460 "loading speech/music segments...\n",
4461 "extracting onset patterns and mfccs...\n",
4462 "extracting chroma...\n",
4463 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4464 "(45, 240)\n",
4465 "60 44 44 44 45\n",
4466 "file 509 of 5037\n",
4467 "loading speech/music segments...\n",
4468 "extracting onset patterns and mfccs...\n",
4469 "extracting chroma...\n",
4470 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4471 "(60, 240)\n",
4472 "60 44 44 44 60\n",
4473 "file 510 of 5037\n",
4474 "loading speech/music segments...\n",
4475 "extracting onset patterns and mfccs...\n",
4476 "extracting chroma...\n",
4477 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4478 "(45, 240)\n",
4479 "60 44 44 44 45\n",
4480 "file 511 of 5037\n",
4481 "loading speech/music segments...\n",
4482 "extracting onset patterns and mfccs...\n",
4483 "extracting chroma...\n",
4484 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4485 "(60, 240)\n",
4486 "60 44 44 44 60\n",
4487 "file 512 of 5037\n",
4488 "loading speech/music segments...\n",
4489 "extracting onset patterns and mfccs...\n",
4490 "extracting chroma...\n",
4491 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4492 "(45, 240)\n",
4493 "60 44 44 44 45\n",
4494 "file 513 of 5037\n",
4495 "loading speech/music segments...\n",
4496 "extracting onset patterns and mfccs...\n",
4497 "extracting chroma...\n",
4498 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4499 "(45, 240)\n",
4500 "60 44 44 44 45\n",
4501 "file 514 of 5037\n",
4502 "loading speech/music segments...\n",
4503 "extracting onset patterns and mfccs...\n",
4504 "extracting chroma...\n",
4505 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4506 "(45, 240)\n",
4507 "60 44 44 44 45\n",
4508 "file 515 of 5037\n",
4509 "loading speech/music segments...\n",
4510 "extracting onset patterns and mfccs...\n",
4511 "extracting chroma...\n",
4512 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4513 "(45, 240)\n",
4514 "60 44 44 44 45\n",
4515 "file 516 of 5037\n",
4516 "loading speech/music segments...\n",
4517 "extracting onset patterns and mfccs...\n",
4518 "extracting chroma...\n",
4519 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4520 "(60, 240)\n",
4521 "60 44 44 44 60\n",
4522 "file 517 of 5037\n",
4523 "loading speech/music segments...\n",
4524 "extracting onset patterns and mfccs...\n",
4525 "extracting chroma...\n",
4526 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4527 "(45, 240)\n",
4528 "60 44 44 44 45\n",
4529 "file 518 of 5037\n",
4530 "loading speech/music segments...\n",
4531 "extracting onset patterns and mfccs...\n",
4532 "extracting chroma...\n",
4533 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4534 "(45, 240)\n",
4535 "60 44 44 44 45\n",
4536 "file 519 of 5037\n",
4537 "loading speech/music segments...\n",
4538 "extracting onset patterns and mfccs...\n",
4539 "extracting chroma...\n",
4540 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4541 "(45, 240)\n",
4542 "60 44 44 44 45\n",
4543 "file 520 of 5037\n",
4544 "loading speech/music segments...\n",
4545 "extracting onset patterns and mfccs...\n",
4546 "extracting chroma...\n",
4547 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4548 "(60, 240)\n",
4549 "60 44 44 44 60\n",
4550 "file 521 of 5037\n",
4551 "loading speech/music segments...\n",
4552 "extracting onset patterns and mfccs...\n",
4553 "extracting chroma...\n",
4554 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4555 "(60, 240)\n",
4556 "60 44 44 44 60\n",
4557 "file 522 of 5037\n",
4558 "loading speech/music segments...\n",
4559 "extracting onset patterns and mfccs...\n",
4560 "extracting chroma...\n",
4561 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4562 "(45, 240)\n",
4563 "60 44 44 44 45\n",
4564 "file 523 of 5037\n",
4565 "loading speech/music segments...\n",
4566 "extracting onset patterns and mfccs...\n",
4567 "extracting chroma...\n",
4568 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
4569 "(60, 240)\n",
4570 "60 44 44 44 60\n",
4571 "file 524 of 5037\n",
4572 "loading speech/music segments...\n",
4573 "extracting onset patterns and mfccs...\n",
4574 "extracting chroma...\n",
4575 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
4576 "(45, 240)\n",
4577 "60 44 44 44 45\n",
4578 "file 525 of 5037\n",
4579 "loading speech/music segments...\n",
4580 "extracting onset patterns and mfccs...\n"
4581 ]
4582 },
4583 {
4584 "ename": "ValueError",
4585 "evalue": "No columns to parse from file",
4586 "output_type": "error",
4587 "traceback": [
4588 "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
4589 "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
4590 "\u001b[0;32m<ipython-input-59-2ab5c77f448e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 3\u001b[0m load_dataset.OUTPUT_FILES = [output_file.split('.pickle')[0]+'_'+str(n)+'.pickle' for \n\u001b[1;32m 4\u001b[0m output_file in OUTPUT_FILES]\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mload_dataset\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfeatures_for_train_test_sets\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwrite_output\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
4591 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_dataset.py\u001b[0m in \u001b[0;36mfeatures_for_train_test_sets\u001b[0;34m(df, write_output)\u001b[0m\n\u001b[1;32m 149\u001b[0m \u001b[0mX_idx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Country'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_values\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 150\u001b[0m \u001b[0mtrain_set\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mval_set\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtest_set\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_train_val_test_idx\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX_idx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 151\u001b[0;31m \u001b[0mX_train\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_train\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_train\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextract_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtrain_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mWIN_SIZE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 152\u001b[0m \u001b[0mX_val\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_val\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_val\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextract_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mval_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mWIN_SIZE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 153\u001b[0m \u001b[0mX_test\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_test\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_test\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextract_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtest_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mWIN_SIZE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4592 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_dataset.py\u001b[0m in \u001b[0;36mextract_features\u001b[0;34m(df, win2sec)\u001b[0m\n\u001b[1;32m 109\u001b[0m \"\"\"\n\u001b[1;32m 110\u001b[0m \u001b[0mfeat_loader\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_features\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFeatureLoader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwin2sec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 111\u001b[0;31m \u001b[0mframes_rhy\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mfcc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_chroma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_df\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_df\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfeat_loader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 112\u001b[0m \u001b[0;32mprint\u001b[0m \u001b[0mframes_rhy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mfcc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_chroma\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 113\u001b[0m \u001b[0mX\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframes_rhy\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mfcc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_chroma\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4593 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_features.py\u001b[0m in \u001b[0;36mget_features\u001b[0;34m(self, df, stop_sec, class_label)\u001b[0m\n\u001b[1;32m 118\u001b[0m \u001b[0;32mcontinue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 119\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 120\u001b[0;31m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmfcc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_op_mfcc_for_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Melspec'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstop_sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstop_sec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 121\u001b[0m \u001b[0mch\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_chroma_for_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Chroma'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstop_sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstop_sec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 122\u001b[0m \u001b[0;31m#pb = self.get_pb_from_melodia(df['Melodia'].iloc[i], stop_sec=stop_sec)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4594 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_features.py\u001b[0m in \u001b[0;36mget_op_mfcc_for_file\u001b[0;34m(self, melspec_file, scale, stop_sec)\u001b[0m\n\u001b[1;32m 33\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmfc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0;32mprint\u001b[0m \u001b[0;34m'extracting onset patterns and mfccs...'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 35\u001b[0;31m \u001b[0msongframes\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_csv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmelspec_file\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mengine\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"c\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 36\u001b[0m \u001b[0msongframes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msongframes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0mn_stop\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mceil\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstop_sec\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mframessr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4595 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36mparser_f\u001b[0;34m(filepath_or_buffer, sep, dialect, compression, doublequote, escapechar, quotechar, quoting, skipinitialspace, lineterminator, header, index_col, names, prefix, skiprows, skipfooter, skip_footer, na_values, true_values, false_values, delimiter, converters, dtype, usecols, engine, delim_whitespace, as_recarray, na_filter, compact_ints, use_unsigned, low_memory, buffer_lines, warn_bad_lines, error_bad_lines, keep_default_na, thousands, comment, decimal, parse_dates, keep_date_col, dayfirst, date_parser, memory_map, float_precision, nrows, iterator, chunksize, verbose, encoding, squeeze, mangle_dupe_cols, tupleize_cols, infer_datetime_format, skip_blank_lines)\u001b[0m\n\u001b[1;32m 489\u001b[0m skip_blank_lines=skip_blank_lines)\n\u001b[1;32m 490\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 491\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0m_read\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 492\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 493\u001b[0m \u001b[0mparser_f\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4596 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m_read\u001b[0;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[1;32m 266\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 267\u001b[0m \u001b[0;31m# Create the parser.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 268\u001b[0;31m \u001b[0mparser\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTextFileReader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 269\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 270\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mnrows\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mchunksize\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4597 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[1;32m 581\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'has_index_names'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'has_index_names'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 582\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 583\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_make_engine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mengine\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 584\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 585\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_get_options_with_defaults\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mengine\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4598 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m_make_engine\u001b[0;34m(self, engine)\u001b[0m\n\u001b[1;32m 722\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_make_engine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mengine\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'c'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 723\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mengine\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'c'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 724\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCParserWrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 725\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 726\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mengine\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'python'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4599 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, src, **kwds)\u001b[0m\n\u001b[1;32m 1091\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'allow_leading_cols'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex_col\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1092\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1093\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_reader\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_parser\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTextReader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msrc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1094\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1095\u001b[0m \u001b[0;31m# XXX\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
4600 "\u001b[0;32mpandas/parser.pyx\u001b[0m in \u001b[0;36mpandas.parser.TextReader.__cinit__ (pandas/parser.c:4979)\u001b[0;34m()\u001b[0m\n",
4601 "\u001b[0;31mValueError\u001b[0m: No columns to parse from file"
3500 ] 4602 ]
3501 } 4603 }
3502 ], 4604 ],
3503 "source": [ 4605 "source": [
3504 "for n in range(n_iters):\n", 4606 "for n in range(n_iters):\n",