diff --git a/scores/La_Palma_chaffinches_report.pdf b/scores/La_Palma_chaffinches_report.pdf
new file mode 100755
index 0000000000000000000000000000000000000000..f59fecda4f891fac6da5fedb308cc63222f99278
Binary files /dev/null and b/scores/La_Palma_chaffinches_report.pdf differ
diff --git a/scores/la_Palma_chaffinches_scores.csv b/scores/La_Palma_chaffinches_scores.csv
similarity index 51%
rename from scores/la_Palma_chaffinches_scores.csv
rename to scores/La_Palma_chaffinches_scores.csv
index d6e92f64c14ddc772fa78e89704f5cfede341fbf..e9845949567475ab6cd928cd61acd4c822ec25a1 100755
--- a/scores/la_Palma_chaffinches_scores.csv
+++ b/scores/La_Palma_chaffinches_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
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diff --git a/scores/Reunion_grey_white_eyes_report.pdf b/scores/Reunion_grey_white_eyes_report.pdf
new file mode 100755
index 0000000000000000000000000000000000000000..566849974b5767ecb06aa352635fbf893e539b35
Binary files /dev/null and b/scores/Reunion_grey_white_eyes_report.pdf differ
diff --git a/scores/Reunion_white_eyes_scores.csv b/scores/Reunion_grey_white_eyes_scores.csv
similarity index 52%
rename from scores/Reunion_white_eyes_scores.csv
rename to scores/Reunion_grey_white_eyes_scores.csv
index a18aba2f268cfb37a8d3cda397732bef8446a29c..2558ba478b483bd9abfb0591d76ffbc884a0987f 100755
--- a/scores/Reunion_white_eyes_scores.csv
+++ b/scores/Reunion_grey_white_eyes_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,1174,0.3646535748972292,0.5007282952192168,0.014753908904262335,0.09138816920455888,0.217206132879046,0.1062791276335654
-crepe,1174,0.775408997581813,0.23047460454507818,0.5073441680437126,0.5196829811855441,0.9778534923339012,0.3096976373900705
-pesto,1174,0.8000257466033078,0.2049390378199837,0.4391786527824659,0.49875699921322936,0.9931856899488927,0.2561510426814153
-pesto_ft,1174,0.8239448897366891,0.1833862256270317,0.6491401886143959,0.6501555363494042,0.9948892674616695,0.3049214731994894
-praat,1174,0.7906588627690508,0.215930150272753,0.59865309990892,0.606739786449496,0.9574105621805792,0.7463038374236923
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diff --git a/scores/Reunion_white_eyes_report.pdf b/scores/Reunion_white_eyes_report.pdf
deleted file mode 100755
index 0e8e672a23222a8511ad3134256fef80b92ed312..0000000000000000000000000000000000000000
Binary files a/scores/Reunion_white_eyes_report.pdf and /dev/null differ
diff --git a/scores/bottlenose_dolphins_report.pdf b/scores/bottlenose_dolphins_report.pdf
index 7af98beda205328cfd5f3aad5f123143814cd052..a77a2900c650ef11238acdd1c9f339ee0777282e 100755
Binary files a/scores/bottlenose_dolphins_report.pdf and b/scores/bottlenose_dolphins_report.pdf differ
diff --git a/scores/bottlenose_dolphins_scores.csv b/scores/bottlenose_dolphins_scores.csv
index b983e43bbd52d8ad9dbe57e0a6c199e3d47a763c..c33be6fc366cfc2e3ea1ce03d1580164ca4cb4e3 100755
--- a/scores/bottlenose_dolphins_scores.csv
+++ b/scores/bottlenose_dolphins_scores.csv
@@ -1,10 +1,10 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,669,0.5058762294774001,0.4905936630750708,0.002288453171355101,0.0778460627398613,0.47832585949177875,0.0908586825499014
-crepe,15,0.8663221581647982,0.14888834519727315,0.8055883903428305,0.8321259462967968,0.9333333333333333,0.3731688029863056
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-pesto_ft,669,0.8444080106243164,0.14978818217335904,0.8787911433224586,0.8903462850751326,0.8863976083707026,0.5135084006537524
-praat,669,0.8734042326862769,0.1314807889034578,0.7041394542756206,0.7814777036470255,0.9357249626307922,0.4821819027040124
-pyin,669,0.876719964524501,0.1514872048351288,0.5962665622514178,0.6360220487432416,0.9641255605381166,0.0118813392372415
-tcrepe,669,0.8806701453001077,0.13702509192040283,0.8320730999650015,0.8545399490553677,0.9805680119581465,0.4042509498924325
-tcrepe_ftoth,669,0.9231176738276055,0.0960817647914142,0.8876779875077266,0.9107124968292776,0.992526158445441,0.0959544701090582
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+pesto_ft,669,0.8444080106243164,0.14978818217335904,0.8787911433224586,0.8903462850751326,0.9581464872944694,0.5135084006537524
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+pyin,669,0.876719964524501,0.1514872048351288,0.5962665622514178,0.6360220487432416,0.9955156950672646,0.0118813392372415
+tcrepe,669,0.8806701453001077,0.13702509192040283,0.8320730999650015,0.8545399490553677,0.9970104633781763,0.4042509498924325
+tcrepe_ftoth,669,0.9231176738276055,0.0960817647914142,0.8876779875077266,0.9107124968292776,0.9970104633781763,0.0959544701090582
+tcrepe_ftsp,669,0.931419620547496,0.07956014530816304,0.9299263032093501,0.9438408300054353,0.9955156950672646,0.0771971938295909
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diff --git a/scores/canids_report.pdf b/scores/canids_report.pdf
new file mode 100755
index 0000000000000000000000000000000000000000..15054945551827810d688fec3921743727f2f690
Binary files /dev/null and b/scores/canids_report.pdf differ
diff --git a/scores/canids_scores.csv b/scores/canids_scores.csv
new file mode 100755
index 0000000000000000000000000000000000000000..967e9bb40145cbaa331ce6dc1c444a618cc4464f
--- /dev/null
+++ b/scores/canids_scores.csv
@@ -0,0 +1,12 @@
+algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
+basic,2282,0.697560338685424,0.17384199682909363,0.5764678347869144,0.615459991854574,0.8829973707274321,0.2825590401887893
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+pesto_ftoth,2273,0.7357799039969374,0.13964549134420243,0.01671536536195095,0.18961985152614705,0.9384073911130665,0.5686539475157362
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diff --git a/scores/disk-winged_bats_report.pdf b/scores/disk-winged_bats_report.pdf
index ac614ac132295b8a81956a03c825b721278332f5..4d73b73984b46a3952b3e589b6b7ee982eb241c1 100755
Binary files a/scores/disk-winged_bats_report.pdf and b/scores/disk-winged_bats_report.pdf differ
diff --git a/scores/disk-winged_bats_scores.csv b/scores/disk-winged_bats_scores.csv
index 1dacc553084cb1587fd9da16ddb1d72ce6fcce50..31a75bac2c22d6e4d4168a9f0d7030027c82d89f 100755
--- a/scores/disk-winged_bats_scores.csv
+++ b/scores/disk-winged_bats_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
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-crepe,340,0.6583254889686391,0.3097389266469146,0.24569626948374335,0.30555741020461463,0.7823529411764706,0.4266818583011597
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diff --git a/scores/dolphins_report.pdf b/scores/dolphins_report.pdf
index 6d34f4cb6486dc7624c79a12a2d21f2468e40a06..97542ceb633f9b1096bc3179510b612b1711b271 100755
Binary files a/scores/dolphins_report.pdf and b/scores/dolphins_report.pdf differ
diff --git a/scores/dolphins_scores.csv b/scores/dolphins_scores.csv
index 7793117d5a3c124274ace94c792f1166e2888771..eba5022c1b431b08b90f7fc849b8703180baadff 100755
--- a/scores/dolphins_scores.csv
+++ b/scores/dolphins_scores.csv
@@ -1,9 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
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diff --git a/scores/hummingbirds_report.pdf b/scores/hummingbirds_report.pdf
index 332723d7cce65d5065706e929bab28ef2ded02f2..1533a885f414dca1dd27f8bfcb89e87a2b9a67e5 100755
Binary files a/scores/hummingbirds_report.pdf and b/scores/hummingbirds_report.pdf differ
diff --git a/scores/hummingbirds_scores.csv b/scores/hummingbirds_scores.csv
index f82df3cb403bde8840a767c24f609a1c7ce76f9f..bb90c517dbc6e84d0328f993bacd2fc209db24a7 100755
--- a/scores/hummingbirds_scores.csv
+++ b/scores/hummingbirds_scores.csv
@@ -1,9 +1,10 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,13680,0.5078611886313824,0.5002421589400426,0.015781610637485014,0.07857915836026633,0.5266812865497076,0.1064747843469943
-pesto,13680,0.7641263329633888,0.2505111166856928,0.07132728679509469,0.3877519610743127,0.8369883040935673,0.4101091164447576
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+pyin,12947,0.7421505494274864,0.3091740776934084,0.42842259377194564,0.47824423333099575,0.8739476326562138,0.0203176285563605
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diff --git a/scores/la_Palma_chaffinches_report.pdf b/scores/la_Palma_chaffinches_report.pdf
deleted file mode 100755
index ddd8aab13e91858936f681e295f9c182bfdef2ad..0000000000000000000000000000000000000000
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diff --git a/scores/lions_report.pdf b/scores/lions_report.pdf
index 2e8f50d213f7cb25b4aef9cf83ec69e327a1703a..c67b748a51d4ea04789fbfb20c771490467eb5b3 100755
Binary files a/scores/lions_report.pdf and b/scores/lions_report.pdf differ
diff --git a/scores/lions_scores.csv b/scores/lions_scores.csv
index 64f839b03c33cd2566ea32ecc738087bd42270ae..3ea38a77a72405a227441ec8ad6b7ceb24c522fc 100755
--- a/scores/lions_scores.csv
+++ b/scores/lions_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,164,0.5198240313952882,0.4707475754309295,0.01512334053000372,0.09306691251989381,0.6280487804878049,0.1809883378446102
-crepe,164,0.7484751757005996,0.2497610765602778,0.2833880914761932,0.3080593959375104,0.9939024390243902,0.2809945344924927
-pesto,132,0.9302561488039778,0.07062872724290345,0.422009274571182,0.46898768741476343,0.9924242424242424,0.531615441324912
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+pesto,132,0.9302561488039778,0.07062872724290345,0.422009274571182,0.46898768741476343,1.0,0.531615441324912
 pesto_ft,164,0.9317535641759231,0.06827516391117859,0.2830281115572959,0.30949747653830895,1.0,0.6394925116580685
-praat,164,0.8211370483259031,0.1577678289562687,0.45111312248645624,0.516324213949384,0.9939024390243902,0.4840061178113841
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 pyin,164,0.8473499195225502,0.1536883971362439,0.35434532115103134,0.36027858358940806,1.0,0.0100554812581126
-tcrepe,164,0.7922416083463554,0.19953296426794492,0.5305899910188114,0.5621964925549805,0.9939024390243902,0.2765105962753296
+tcrepe,164,0.7922416083463554,0.19953296426794492,0.5305899910188114,0.5621964925549805,1.0,0.2765105962753296
 tcrepe_ftoth,164,0.8045240053997214,0.18503745430226942,0.5192511028886054,0.5418676650217334,1.0,0.0112649369984865
-tcrepe_ftsp,164,0.8761135059375419,0.11617875847704598,0.4787664859184529,0.48990329886508854,1.0,0.1749804615974426
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diff --git a/scores/little_owls_report.pdf b/scores/little_owls_report.pdf
index fcc29d3586136d6f279dcb14ee7b83396beda169..c158b318038eefd067df318f28d9dc84262afd42 100755
Binary files a/scores/little_owls_report.pdf and b/scores/little_owls_report.pdf differ
diff --git a/scores/little_owls_scores.csv b/scores/little_owls_scores.csv
index 26bbaac2ce948a87c13cdd0e9ae674d9be198db3..8ec7694d2dfc5bdaa7dabe2a290839d1214b57f9 100755
--- a/scores/little_owls_scores.csv
+++ b/scores/little_owls_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,1283,0.8800124834178277,0.11853840126279616,0.7235600369152074,0.7457586037846459,0.9890880748246298,0.1850156232714653
-crepe,1283,0.8790295862871323,0.11935302975112917,0.7705109828875152,0.8298175739537379,0.9820732657833203,0.5025836825370789
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 pesto_ft,1283,0.9521863081133584,0.04946143286969832,0.9053048850954608,0.9187485898249521,1.0,0.528898293498918
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-tcrepe_ftoth,1283,0.7832405691202181,0.2118429332557949,0.7661729841099905,0.8259028743378894,0.9243959469992206,0.0827093347907066
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diff --git a/scores/long-billed_hermits_report.pdf b/scores/long-billed_hermits_report.pdf
new file mode 100755
index 0000000000000000000000000000000000000000..b525e0bf8206fdd28ad8a648be43bcad5539ef04
Binary files /dev/null and b/scores/long-billed_hermits_report.pdf differ
diff --git a/scores/long_billed_hermits_scores.csv b/scores/long-billed_hermits_scores.csv
similarity index 60%
rename from scores/long_billed_hermits_scores.csv
rename to scores/long-billed_hermits_scores.csv
index c36bb1ab18c7027b72434d0239379664e39d282b..acbd0a1787c45631c9d654330a3ecac4131e7597 100755
--- a/scores/long_billed_hermits_scores.csv
+++ b/scores/long-billed_hermits_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,160,0.3743117480575655,0.504000999000999,0.014609758630662625,0.07806139052850895,0.15,0.1128089560744159
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+crepe,160,0.6493772998551435,0.3509305624930625,0.18360433894804337,0.2192822604273253,0.98125,0.2721067529255279
 pesto,15,0.9239265883798609,0.07714285714285714,0.10373668884722116,0.1815319748911162,1.0,0.4491355323340111
 pesto_ft,160,0.9386592529958394,0.06336354617604617,0.04031524671403983,0.10384425665566599,1.0,0.5400639950004406
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+praat,160,0.703468781400328,0.18462977994227994,0.17084596998616347,0.20234798775887466,0.96875,0.679605700071297
+pyin,160,0.7550066360864187,0.21381132756132754,0.13950122615886906,0.16319209596575163,0.9875,0.0150855872975043
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+tcrepe_ftspV,160,0.8044032961114145,0.18223890692640693,0.4044593887080065,0.43456829938922253,0.98125,0.1683947810598302
diff --git a/scores/long_billed_hermits_report.pdf b/scores/long_billed_hermits_report.pdf
deleted file mode 100755
index 26d5c740129f83a87dacc997b9f9255a084a62ca..0000000000000000000000000000000000000000
Binary files a/scores/long_billed_hermits_report.pdf and /dev/null differ
diff --git a/scores/monk_parakeets_report.pdf b/scores/monk_parakeets_report.pdf
index a6e246a21a30ba54bd0eebb31138b199ec5bda57..349a4717b98a59742dc3b579929b6ae7256961c6 100755
Binary files a/scores/monk_parakeets_report.pdf and b/scores/monk_parakeets_report.pdf differ
diff --git a/scores/monk_parakeets_scores.csv b/scores/monk_parakeets_scores.csv
index d9e171a7f5380a785c4a8261b8c42fa5e6b00664..9e0998db937ea14180248362556951b7e25ea2d1 100755
--- a/scores/monk_parakeets_scores.csv
+++ b/scores/monk_parakeets_scores.csv
@@ -1,9 +1,10 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
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diff --git a/scores/orangutans_report.pdf b/scores/orangutans_report.pdf
index bb27d18404dc09bc64e8050e45458a679da90231..15363113aaeb773888b9c87fa0055773b4c65f3c 100755
Binary files a/scores/orangutans_report.pdf and b/scores/orangutans_report.pdf differ
diff --git a/scores/orangutans_scores.csv b/scores/orangutans_scores.csv
index fc5c6355fa6f4902cec097f8d5cb26d8173796b2..3a87159cc7d5b009c70a97b996ec2e7ac5802fd6 100755
--- a/scores/orangutans_scores.csv
+++ b/scores/orangutans_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,1548,0.5492451566098706,0.18395555946600003,0.2628961053388349,0.3135360076940544,0.5981912144702842,0.2018579880278612
-crepe,1548,0.7238319182925657,0.2782858422768744,0.2091981239426912,0.25047586230491065,0.8352713178294574,0.212248872966041
-pesto,1151,0.6852824517200835,0.10829683543570669,0.3285400648414561,0.42575292411520244,0.735881841876629,0.4984438717359644
-pesto_ft,1514,0.6719088414186731,0.10264368692673044,0.03830011001553956,0.08494865764966247,0.7272126816380449,0.4759690053696843
-praat,1548,0.6017326718865038,0.33351775172432163,0.15273100404740364,0.23057825833691142,0.625968992248062,0.703390458967297
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-tcrepe,1548,0.7291464791358281,0.26340282495463574,0.4139613724549249,0.4855855381341373,0.8339793281653747,0.2193743506093421
-tcrepe_ftoth,1548,0.7372815994859802,0.3053374423543101,0.4320054785393906,0.47721557201615855,0.8540051679586563,0.0243973780026846
-tcrepe_ftsp,1548,0.8358595964197917,0.2569822462046576,0.510396753396964,0.5267390207091467,0.915374677002584,0.0001003528260489
+basic,1548,0.5492451566098706,0.18395555946600003,0.2628961053388349,0.3135360076940544,0.7952196382428941,0.2018579880278612
+crepe,1548,0.7238319182925657,0.2782858422768744,0.2091981239426912,0.25047586230491065,0.9392764857881137,0.212248872966041
+pesto,1151,0.6852824517200835,0.10829683543570669,0.3285400648414561,0.42575292411520244,0.9026933101650738,0.4984438717359644
+pesto_ft,1514,0.6719088414186731,0.10264368692673044,0.03830011001553956,0.08494865764966247,0.9068692206076618,0.4759690053696843
+praat,1548,0.6017326718865038,0.33351775172432163,0.15273100404740364,0.23057825833691142,0.7603359173126615,0.703390458967297
+pyin,1412,0.633550314480709,0.32529250445812563,0.16152351610916532,0.21187080430226007,0.8371104815864022,0.0101400918132315
+tcrepe,1548,0.7291464791358281,0.26340282495463574,0.4139613724549249,0.4855855381341373,0.9373385012919897,0.2193743506093421
+tcrepe_ftoth,1548,0.7372815994859802,0.3053374423543101,0.4320054785393906,0.47721557201615855,0.9328165374677002,0.0243973780026846
+tcrepe_ftsp,1548,0.8358595964197917,0.2569822462046576,0.5058750729243063,0.5226332281383478,0.9631782945736435,0.0001003528260489
+tcrepe_ftspV,1548,0.8358595964197917,0.2569822462046576,0.5054355048074859,0.5223950705377248,0.9631782945736435,0.0001003528260489
diff --git a/scores/rodents_report.pdf b/scores/rodents_report.pdf
index a4fbc5af49b960db956606973b0c457b7a3b7704..788a17f171ff5820b3bae4071852a206fd3b6877 100755
Binary files a/scores/rodents_report.pdf and b/scores/rodents_report.pdf differ
diff --git a/scores/rodents_scores.csv b/scores/rodents_scores.csv
index 47fe142ac5914bf3415d1610f27640a3e34eb382..20f0f8a5a4c6da9bab83efa51fc385bf419bfd41 100755
--- a/scores/rodents_scores.csv
+++ b/scores/rodents_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,224705,0.49015022915557604,0.5004251482562762,0.0059668894880127755,0.0800051636281876,0.5185910415878596,0.1141529254003822
-crepe,145592,0.7809850210459212,0.19642866889082472,0.6138577101947648,0.7312823214011659,0.8877960327490522,0.3235498964786518
-pesto,224705,0.8432834494342898,0.16112969749882197,0.35784353899356663,0.581395003875009,0.9590930330878262,0.3381255728669924
-pesto_ft,224705,0.8724098265879813,0.1345853445669057,0.8815523790809993,0.8953684922410032,0.9690216061057831,0.3539344118223574
-praat,224705,0.8578199725752856,0.14013246433682258,0.5597332039440748,0.7158319344410511,0.9567121336863889,0.3984094695314208
-pyin,210286,0.8866444110923538,0.11879168704253551,0.5580373497168644,0.6518163715654882,0.977283318908534,0.0100041910527952
-tcrepe,224705,0.7926664177349356,0.18629397573758605,0.6111605983629463,0.7273230199756398,0.8965488084377294,0.3126094359617956
-tcrepe_ftoth,224705,0.8331083290015755,0.1517954733764222,0.7905747056957474,0.8207014979815525,0.9301706682094302,0.0478858328782604
-tcrepe_ftsp,224705,0.8808057877560133,0.11212867320328185,0.8943668349390937,0.9066731650362974,0.9539262588727443,0.2558677682509793
+basic,224705,0.49014967323173675,0.5004272775591081,0.0059668894880127755,0.08000393373515798,0.8497941745844552,0.1141533151633747
+crepe,145544,0.7809853697928072,0.19642789896286109,0.6138619380202412,0.731286714883766,0.9533886659704282,0.3235447379258965
+pesto,224705,0.8432838043308098,0.1611293633987656,0.357844200997415,0.5813955852091427,0.9862886896152734,0.3381268136124218
+pesto_ft,224705,0.8724103458401665,0.1345852651462979,0.8813772639392026,0.8953685421529742,0.9863153912908035,0.3539350622370975
+praat,224705,0.8578205682301123,0.14013156050208644,0.5597346491697553,0.7158333796667317,0.9782069824881511,0.3984112690790206
+pyin,210286,0.8866449443762522,0.1187925335683126,0.5580378973676156,0.6518169192162395,0.9918967501402851,0.0100041910527952
+tcrepe,224705,0.792667040313933,0.18629400928250014,0.6111615898748353,0.7273237156985751,0.9549765247769297,0.312609835771414
+tcrepe_ftoth,224705,0.8331086296053015,0.15179539011442902,0.7905749390617075,0.820701726332332,0.9666273558665807,0.0478859023405955
+tcrepe_ftsp,224705,0.8808064945336488,0.11212811456090964,0.8943665641072077,0.9066727951884128,0.9721991054938698,0.2558665850987813
+tcrepe_ftspV,224705,0.8808064945336488,0.11212811456090964,0.8967920947828428,0.9079783973234794,0.9721991054938698,0.2558665850987813
diff --git a/scores/spotted_hyenas_report.pdf b/scores/spotted_hyenas_report.pdf
index cab140611974404d73f0c3bf88d6907ef4d4067d..5f3b9814d40e7597dc8e16ccf8d2e16f26b45a95 100755
Binary files a/scores/spotted_hyenas_report.pdf and b/scores/spotted_hyenas_report.pdf differ
diff --git a/scores/spotted_hyenas_scores.csv b/scores/spotted_hyenas_scores.csv
index cf0884370e726e9b5f769d6edb7d760cb2ebab53..9dcfe78af10e244c5559166938ca163945f8d241 100755
--- a/scores/spotted_hyenas_scores.csv
+++ b/scores/spotted_hyenas_scores.csv
@@ -1,10 +1,11 @@
 algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,571,0.8111040359876177,0.044339072181910834,0.47021141931604044,0.6985070632089173,0.9281961471103327,0.2350587317700563
-crepe,571,0.7900553272706761,0.11269492136937168,0.4212611007873101,0.6181695100583868,0.8844133099824869,0.5646291375160217
-pesto,504,0.8460283917242822,0.07546530706468595,0.5205557491881069,0.9369510589896807,0.9305555555555556,0.490078419805545
-pesto_ft,562,0.8706945968168376,0.04049865574022312,0.912917868538798,0.9259490978338148,0.9804270462633452,0.5855451993955098
-praat,571,0.826851555031614,0.05718185104919807,0.4919168729953229,0.8075199665145412,0.9194395796847635,0.8242045616494419
-pyin,563,0.7754109195742007,0.10104594064651584,0.35896011324968136,0.5144908143617472,0.8685612788632326,0.0203176285563605
-tcrepe,571,0.8380163771596933,0.07360800603877977,0.635292058792682,0.8897789757152779,0.9054290718038529,0.4885309636592865
-tcrepe_ftoth,571,0.8378570712952726,0.06331216485498682,0.7212997208171293,0.7559511914445337,0.9124343257443083,0.0536471866071224
-tcrepe_ftsp,571,0.9034509030726183,0.034715292992945485,0.9422964655109632,0.9588759243235548,0.9509632224168126,0.7186568379402161
+basic,571,0.8111040359876177,0.044339072181910834,0.47021141931604044,0.6985070632089173,0.978984238178634,0.2350587317700563
+crepe,571,0.7900553272706761,0.11269492136937168,0.4212611007873101,0.6181695100583868,0.9229422066549913,0.5646291375160217
+pesto,504,0.8460283917242822,0.07546530706468595,0.5205557491881069,0.9369510589896807,0.9781746031746031,0.490078419805545
+pesto_ft,570,0.8669956250319395,0.03993025355439543,0.9113727388884623,0.9258292608717361,0.987719298245614,0.5855451993955098
+praat,571,0.826851555031614,0.05718185104919807,0.4919168729953229,0.8075199665145412,0.9614711033274956,0.8242045616494419
+pyin,563,0.7754109195742007,0.10104594064651584,0.35896011324968136,0.5144908143617472,0.911190053285968,0.0203176285563605
+tcrepe,571,0.8380163771596933,0.07360800603877977,0.635292058792682,0.8897789757152779,0.9352014010507881,0.4885309636592865
+tcrepe_ftoth,571,0.8378570712952726,0.06331216485498682,0.7212997208171293,0.7559511914445337,0.9614711033274956,0.0536471866071224
+tcrepe_ftsp,571,0.9034509030726183,0.034715292992945485,0.9422964655109632,0.9588759243235548,0.9754816112084063,0.7186568379402161
+tcrepe_ftspV,571,0.9046620567837179,0.03353776511019131,0.9141977022115322,0.9231147184817179,0.978984238178634,0.7086588144302368
diff --git a/scores/wolves_report.pdf b/scores/wolves_report.pdf
deleted file mode 100755
index 8eb01d7c3571fd3bd1ef30802d37c891ab0bd076..0000000000000000000000000000000000000000
Binary files a/scores/wolves_report.pdf and /dev/null differ
diff --git a/scores/wolves_scores.csv b/scores/wolves_scores.csv
deleted file mode 100755
index ae71fbfc767012e5d6139e4a6eb7cb19d2ff10db..0000000000000000000000000000000000000000
--- a/scores/wolves_scores.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-algo,count,Recall,False alarm,Pitch acc,Chroma acc,Voc. recall,threshold
-basic,2284,0.697346774746231,0.17375086080997895,0.5764661397350532,0.6154504929995922,0.7907180385288967,0.2825162829831242
-crepe,5,0.7435268969525263,0.17274540867218213,0.48767677555091743,0.5632869171255899,0.8,0.2651440501213074
-pesto,2246,0.6953480994898926,0.1843775061895158,0.5760806085114167,0.697502422350899,0.7791629563668745,0.5257673862079173
-pesto_ft,2284,0.73574247466247,0.13966175961866112,0.7583926808440467,0.8038957194543868,0.8463222416812609,0.5682965994757365
-pesto_ftoth,2282,0.7357558709094032,0.13946559529518152,0.016659894785576664,0.1895800226300103,0.8466257668711656,0.5683412372389945
-praat,2284,0.7325048022517231,0.17390847081399546,0.5414186546770021,0.6318007930267081,0.8226795096322241,0.8047009672434803
-pyin,2213,0.7452155737768666,0.21410407603662934,0.562038242718557,0.6136101220190453,0.8165386353366471,0.0358282367587679
-tcrepe,2284,0.7250455458362456,0.20722336616274933,0.6878697871737183,0.7399194406050508,0.8077933450087565,0.5233033895492554
-tcrepe_ftoth,2284,0.7567584862771792,0.18058991972345673,0.6857632011170406,0.7405652245922134,0.850262697022767,0.0754477381706237
-tcrepe_ftsp,2284,0.7997534344454134,0.18641557632789776,0.7340239166624857,0.7806268237215206,0.908493870402802,0.2306719273328781