From e7c6d305d364bdb709184051ba631a0a750138ad Mon Sep 17 00:00:00 2001
From: Bhargav Kathivarapu <bhargavkathivarapu31@gmail.com>
Date: Sun, 7 Jun 2020 13:29:18 +0530
Subject: [PATCH 1/2] kaldi compliance files cleanup for spec,fbank,mfcc

Signed-off-by: Bhargav Kathivarapu <bhargavkathivarapu31@gmail.com>
---
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 ...e-true-false-true-7138-5172-1.0000-hamming.ark | Bin 45 -> 0 bytes
 ...rue-false-true-true-4782-4492-1.0000-povey.ark | Bin 45 -> 0 bytes
 ...e-false-true-true-5274-3268-1.0000-hamming.ark | Bin 69 -> 0 bytes
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 ...e-false-true-true-3979-1023-1.0000-hanning.ark | Bin 81 -> 0 bytes
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qG`jbL@P-R|_72yoz?k91%zX*pYWIWigI4JS4IvHoAguCM^#A~Go-LmM

diff --git a/test/assets/kaldi/spec-4.4807-0-3.5660-0.6250-0.1250-0.08-false-true-false-false-false-povey.ark b/test/assets/kaldi/spec-4.4807-0-3.5660-0.6250-0.1250-0.08-false-true-false-false-false-povey.ark
deleted file mode 100644
index 99b149e13ce12b90b0a1713d79ca6c0518316cf1..0000000000000000000000000000000000000000
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literal 261
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diff --git a/test/assets/kaldi/spec-4.5486-0-1.3248-0.1875-1.1250-0.91-false-false-true-false-true-hanning.ark b/test/assets/kaldi/spec-4.5486-0-1.3248-0.1875-1.1250-0.91-false-false-true-false-true-hanning.ark
deleted file mode 100644
index 1d1e54f1345975676060adce6e6a164f12918eeb..0000000000000000000000000000000000000000
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diff --git a/test/assets/kaldi/spec-4.5535-0-2.1772-0.4375-0.8750-0.21-true-false-true-true-true-hanning.ark b/test/assets/kaldi/spec-4.5535-0-2.1772-0.4375-0.8750-0.21-true-false-true-true-true-hanning.ark
deleted file mode 100644
index 2d2a4a0a3ac06ec14f9d4f1f4e834ab3c900878a..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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literal 41
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diff --git a/test/assets/kaldi/spec-4.5835-0-0.3781-0.8750-0.8750-0.04-true-false-true-true-true-hamming.ark b/test/assets/kaldi/spec-4.5835-0-0.3781-0.8750-0.8750-0.04-true-false-true-true-true-hamming.ark
deleted file mode 100644
index 0fd91bbea354553f70525c939e33bd1954dd4c1f..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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diff --git a/test/assets/kaldi/spec-4.5882-0-1.0111-0.3750-0.1875-0.78-false-true-false-false-true-blackman.ark b/test/assets/kaldi/spec-4.5882-0-1.0111-0.3750-0.1875-0.78-false-true-false-false-true-blackman.ark
deleted file mode 100644
index 614c3a0d8e66701d1aab58e11af5fefc7f1060ba..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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literal 133
zcmV;00DAvzd0%N{AOJ!}O&|mZ000041ONa40F^a9fEsN+z+%BZF#3i+fKuT;;Bgo~
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diff --git a/test/assets/kaldi/spec-4.6297-0-2.4900-0.5000-0.2500-0.03-false-false-true-true-false-rectangular.ark b/test/assets/kaldi/spec-4.6297-0-2.4900-0.5000-0.2500-0.03-false-false-true-true-false-rectangular.ark
deleted file mode 100644
index fe3c34f778fc936c1e1939569a3a545a9c305425..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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diff --git a/test/assets/kaldi/spec-4.6749-0-4.8853-0.2500-0.2500-0.48-false-true-false-false-false-povey.ark b/test/assets/kaldi/spec-4.6749-0-4.8853-0.2500-0.2500-0.48-false-true-false-false-false-povey.ark
deleted file mode 100644
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GIT binary patch
literal 0
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diff --git a/test/assets/kaldi/spec-4.6971-0-1.3632-0.8750-0.9375-0.44-false-true-false-true-false-blackman.ark b/test/assets/kaldi/spec-4.6971-0-1.3632-0.8750-0.9375-0.44-false-true-false-true-false-blackman.ark
deleted file mode 100644
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GIT binary patch
literal 0
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literal 53
zcmd0;jL%F_U~qEtRbXLcU|?Y301|(eZ*sh4GS_kDti6s;ayK}(Z{6tFc6otgt!<|x
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diff --git a/test/assets/kaldi_test_mfcc_args.json b/test/assets/kaldi_test_mfcc_args.json
index 7ec5959dc1..7808a2442e 100644
--- a/test/assets/kaldi_test_mfcc_args.json
+++ b/test/assets/kaldi_test_mfcc_args.json
@@ -1,4 +1,3 @@
-{"blackman_coeff": 0.0063, "energy_floor": 3.0323, "frame_length": 0.625, "frame_shift": 0.0625, "high_freq": 5842, "htk_compat": false, "low_freq": 3240, "num_mel_bins": 4, "preemphasis_coefficient": 0.29, "raw_energy": true, "remove_dc_offset": false, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": true, "use_energy": true, "num_ceps": 2, "cepstral_lifter": 73.5792, "vtln_high": 5749, "vtln_low": 4449, "vtln_warp": 1.0, "window_type": "blackman", "dither": 0.0}
 {"blackman_coeff": 0.013, "energy_floor": 1.8509, "frame_length": 1.1875, "frame_shift": 0.625, "high_freq": 7999, "htk_compat": false, "low_freq": 4330, "num_mel_bins": 5, "preemphasis_coefficient": 0.38, "raw_energy": true, "remove_dc_offset": false, "round_to_power_of_two": true, "snip_edges": false, "subtract_mean": false, "use_energy": true, "num_ceps": 3, "cepstral_lifter": 8.1048, "vtln_high": 7497, "vtln_low": 7397, "vtln_warp": 1.0, "window_type": "blackman", "dither": 0.0}
 {"blackman_coeff": 0.0487, "energy_floor": 1.3641, "frame_length": 1.0, "frame_shift": 0.8125, "high_freq": 7892, "htk_compat": true, "low_freq": 1904, "num_mel_bins": 8, "preemphasis_coefficient": 0.26, "raw_energy": true, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": false, "subtract_mean": false, "use_energy": false, "num_ceps": 5, "cepstral_lifter": 34.0918, "vtln_high": 4400, "vtln_low": 2737, "vtln_warp": 1.0, "window_type": "rectangular", "dither": 0.0}
 {"blackman_coeff": 0.0577, "energy_floor": 2.4313, "frame_length": 1.0625, "frame_shift": 0.875, "high_freq": 2922, "htk_compat": true, "low_freq": 274, "num_mel_bins": 6, "preemphasis_coefficient": 0.48, "raw_energy": false, "remove_dc_offset": false, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": false, "use_energy": true, "num_ceps": 5, "cepstral_lifter": 21.3007, "vtln_high": 1352, "vtln_low": 280, "vtln_warp": 1.0, "window_type": "hanning", "dither": 0.0}
@@ -69,13 +68,11 @@
 {"blackman_coeff": 2.9211, "energy_floor": 4.144, "frame_length": 0.75, "frame_shift": 0.375, "high_freq": 7210, "htk_compat": true, "low_freq": 3666, "num_mel_bins": 4, "preemphasis_coefficient": 0.93, "raw_energy": false, "remove_dc_offset": false, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": false, "use_energy": false, "num_ceps": 4, "cepstral_lifter": 94.5907, "vtln_high": 6682, "vtln_low": 4979, "vtln_warp": 1.0, "window_type": "hamming", "dither": 0.0}
 {"blackman_coeff": 2.9464, "energy_floor": 0.6798, "frame_length": 1.125, "frame_shift": 0.0625, "high_freq": 4445, "htk_compat": true, "low_freq": 323, "num_mel_bins": 6, "preemphasis_coefficient": 0.46, "raw_energy": false, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": false, "subtract_mean": true, "use_energy": false, "num_ceps": 6, "cepstral_lifter": 7.8133, "vtln_high": 3755, "vtln_low": 1137, "vtln_warp": 1.0, "window_type": "hanning", "dither": 0.0}
 {"blackman_coeff": 2.9633, "energy_floor": 1.9565, "frame_length": 0.875, "frame_shift": 0.0625, "high_freq": 6835, "htk_compat": false, "low_freq": 649, "num_mel_bins": 5, "preemphasis_coefficient": 0.77, "raw_energy": false, "remove_dc_offset": false, "round_to_power_of_two": false, "snip_edges": true, "subtract_mean": false, "use_energy": false, "num_ceps": 2, "cepstral_lifter": 80.8871, "vtln_high": 6691, "vtln_low": 6581, "vtln_warp": 1.0, "window_type": "povey", "dither": 0.0}
-{"blackman_coeff": 2.9643, "energy_floor": 3.8883, "frame_length": 0.75, "frame_shift": 0.25, "high_freq": 7373, "htk_compat": false, "low_freq": 1698, "num_mel_bins": 4, "preemphasis_coefficient": 0.92, "raw_energy": false, "remove_dc_offset": false, "round_to_power_of_two": true, "snip_edges": false, "subtract_mean": true, "use_energy": true, "num_ceps": 4, "cepstral_lifter": 63.3036, "vtln_high": 6650, "vtln_low": 5500, "vtln_warp": 1.0, "window_type": "povey", "dither": 0.0}
 {"blackman_coeff": 2.9697, "energy_floor": 2.0241, "frame_length": 1.125, "frame_shift": 0.6875, "high_freq": 2170, "htk_compat": false, "low_freq": 180, "num_mel_bins": 5, "preemphasis_coefficient": 0.28, "raw_energy": false, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": true, "use_energy": true, "num_ceps": 3, "cepstral_lifter": 95.8111, "vtln_high": 1266, "vtln_low": 521, "vtln_warp": 1.0, "window_type": "blackman", "dither": 0.0}
 {"blackman_coeff": 3.0358, "energy_floor": 1.7295, "frame_length": 1.1875, "frame_shift": 1.0, "high_freq": 7222, "htk_compat": true, "low_freq": 858, "num_mel_bins": 4, "preemphasis_coefficient": 0.16, "raw_energy": false, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": false, "subtract_mean": false, "use_energy": true, "num_ceps": 4, "cepstral_lifter": 64.7537, "vtln_high": 6220, "vtln_low": 5229, "vtln_warp": 1.0, "window_type": "povey", "dither": 0.0}
 {"blackman_coeff": 3.0421, "energy_floor": 3.3343, "frame_length": 1.0, "frame_shift": 0.9375, "high_freq": 6477, "htk_compat": false, "low_freq": 1402, "num_mel_bins": 5, "preemphasis_coefficient": 0.99, "raw_energy": false, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": true, "use_energy": true, "num_ceps": 4, "cepstral_lifter": 26.1743, "vtln_high": 6381, "vtln_low": 5017, "vtln_warp": 1.0, "window_type": "hamming", "dither": 0.0}
 {"blackman_coeff": 3.0919, "energy_floor": 4.5103, "frame_length": 0.625, "frame_shift": 1.0, "high_freq": 5323, "htk_compat": true, "low_freq": 937, "num_mel_bins": 5, "preemphasis_coefficient": 0.95, "raw_energy": false, "remove_dc_offset": false, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": true, "use_energy": false, "num_ceps": 5, "cepstral_lifter": 82.2405, "vtln_high": 5130, "vtln_low": 5086, "vtln_warp": 1.0, "window_type": "hanning", "dither": 0.0}
 {"blackman_coeff": 3.1463, "energy_floor": 4.5068, "frame_length": 0.6875, "frame_shift": 0.3125, "high_freq": 7587, "htk_compat": true, "low_freq": 3542, "num_mel_bins": 7, "preemphasis_coefficient": 0.78, "raw_energy": true, "remove_dc_offset": false, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": true, "use_energy": true, "num_ceps": 4, "cepstral_lifter": 28.5808, "vtln_high": 7478, "vtln_low": 7326, "vtln_warp": 1.0, "window_type": "blackman", "dither": 0.0}
-{"blackman_coeff": 3.2007, "energy_floor": 1.3677, "frame_length": 1.125, "frame_shift": 0.1875, "high_freq": 4726, "htk_compat": true, "low_freq": 2027, "num_mel_bins": 4, "preemphasis_coefficient": 0.74, "raw_energy": false, "remove_dc_offset": true, "round_to_power_of_two": false, "snip_edges": false, "subtract_mean": true, "use_energy": false, "num_ceps": 4, "cepstral_lifter": 3.5732, "vtln_high": 4583, "vtln_low": 3742, "vtln_warp": 1.0, "window_type": "povey", "dither": 0.0}
 {"blackman_coeff": 3.2416, "energy_floor": 1.0604, "frame_length": 0.875, "frame_shift": 0.5, "high_freq": 4730, "htk_compat": false, "low_freq": 968, "num_mel_bins": 4, "preemphasis_coefficient": 0.11, "raw_energy": true, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": false, "subtract_mean": true, "use_energy": true, "num_ceps": 3, "cepstral_lifter": 60.5751, "vtln_high": 3542, "vtln_low": 1943, "vtln_warp": 1.0, "window_type": "blackman", "dither": 0.0}
 {"blackman_coeff": 3.2698, "energy_floor": 3.0361, "frame_length": 1.0625, "frame_shift": 0.75, "high_freq": 4870, "htk_compat": true, "low_freq": 1281, "num_mel_bins": 7, "preemphasis_coefficient": 0.64, "raw_energy": false, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": false, "subtract_mean": true, "use_energy": true, "num_ceps": 3, "cepstral_lifter": 28.536, "vtln_high": 4401, "vtln_low": 3315, "vtln_warp": 1.0, "window_type": "blackman", "dither": 0.0}
 {"blackman_coeff": 3.3078, "energy_floor": 4.9217, "frame_length": 1.0, "frame_shift": 0.3125, "high_freq": 6758, "htk_compat": true, "low_freq": 760, "num_mel_bins": 5, "preemphasis_coefficient": 0.98, "raw_energy": true, "remove_dc_offset": true, "round_to_power_of_two": true, "snip_edges": true, "subtract_mean": false, "use_energy": true, "num_ceps": 3, "cepstral_lifter": 97.4694, "vtln_high": 6022, "vtln_low": 5650, "vtln_warp": 1.0, "window_type": "rectangular", "dither": 0.0}

From 53cf7f6027f030ddf74fcb38f17bf2111f14f680 Mon Sep 17 00:00:00 2001
From: Bhargav Kathivarapu <bhargavkathivarapu31@gmail.com>
Date: Sun, 7 Jun 2020 14:07:01 +0530
Subject: [PATCH 2/2] kaldi compliance tests removal for spec,fbank,mfcc

Signed-off-by: Bhargav Kathivarapu <bhargavkathivarapu31@gmail.com>
---
 test/test_compliance_kaldi.py | 86 -----------------------------------
 1 file changed, 86 deletions(-)

diff --git a/test/test_compliance_kaldi.py b/test/test_compliance_kaldi.py
index 2a255a5a4b..3e24d5cec4 100644
--- a/test/test_compliance_kaldi.py
+++ b/test/test_compliance_kaldi.py
@@ -158,92 +158,6 @@ def _compliance_test_helper(self, sound_filepath, filepath_key, expected_num_fil
             self._print_diagnostic(output, kaldi_output)
             torch.testing.assert_allclose(output, kaldi_output, atol=atol, rtol=rtol)
 
-    @unittest.skipIf("sox" not in BACKENDS, "sox not available")
-    @AudioBackendScope("sox")
-    def test_spectrogram(self):
-        def get_output_fn(sound, args):
-            output = kaldi.spectrogram(
-                sound,
-                blackman_coeff=args[1],
-                dither=args[2],
-                energy_floor=args[3],
-                frame_length=args[4],
-                frame_shift=args[5],
-                preemphasis_coefficient=args[6],
-                raw_energy=args[7],
-                remove_dc_offset=args[8],
-                round_to_power_of_two=args[9],
-                snip_edges=args[10],
-                subtract_mean=args[11],
-                window_type=args[12])
-            return output
-
-        self._compliance_test_helper(self.test_filepath, 'spec', 131, 13, get_output_fn, atol=1e-3, rtol=0)
-
-    @unittest.skipIf("sox" not in BACKENDS, "sox not available")
-    @AudioBackendScope("sox")
-    def test_fbank(self):
-        def get_output_fn(sound, args):
-            output = kaldi.fbank(
-                sound,
-                blackman_coeff=args[1],
-                dither=0.0,
-                energy_floor=args[2],
-                frame_length=args[3],
-                frame_shift=args[4],
-                high_freq=args[5],
-                htk_compat=args[6],
-                low_freq=args[7],
-                num_mel_bins=args[8],
-                preemphasis_coefficient=args[9],
-                raw_energy=args[10],
-                remove_dc_offset=args[11],
-                round_to_power_of_two=args[12],
-                snip_edges=args[13],
-                subtract_mean=args[14],
-                use_energy=args[15],
-                use_log_fbank=args[16],
-                use_power=args[17],
-                vtln_high=args[18],
-                vtln_low=args[19],
-                vtln_warp=args[20],
-                window_type=args[21])
-            return output
-
-        self._compliance_test_helper(self.test_filepath, 'fbank', 97, 22, get_output_fn, atol=1e-3, rtol=1e-1)
-
-    @unittest.skipIf("sox" not in BACKENDS, "sox not available")
-    @AudioBackendScope("sox")
-    def test_mfcc(self):
-        def get_output_fn(sound, args):
-            output = kaldi.mfcc(
-                sound,
-                blackman_coeff=args[1],
-                dither=0.0,
-                energy_floor=args[2],
-                frame_length=args[3],
-                frame_shift=args[4],
-                high_freq=args[5],
-                htk_compat=args[6],
-                low_freq=args[7],
-                num_mel_bins=args[8],
-                preemphasis_coefficient=args[9],
-                raw_energy=args[10],
-                remove_dc_offset=args[11],
-                round_to_power_of_two=args[12],
-                snip_edges=args[13],
-                subtract_mean=args[14],
-                use_energy=args[15],
-                num_ceps=args[16],
-                cepstral_lifter=args[17],
-                vtln_high=args[18],
-                vtln_low=args[19],
-                vtln_warp=args[20],
-                window_type=args[21])
-            return output
-
-        self._compliance_test_helper(self.test_filepath, 'mfcc', 145, 22, get_output_fn, atol=1e-3)
-
     def test_mfcc_empty(self):
         # Passing in an empty tensor should result in an error
         self.assertRaises(AssertionError, kaldi.mfcc, torch.empty(0))