add amphion valle systems

.gitignore

@@ -0,0 +1 @@
+requests

app.py

@@ -0,0 +1,29 @@
+import os
+from pathlib import Path
+import json
+
+from huggingface_hub import snapshot_download
+from ttsds import BenchmarkSuite
+from ttsds.util.dataset import TarDataset
+
+HF_TOKEN = os.getenv("HUGGINGFACE_TOKEN", os.getenv("HF_TOKEN", None))
+QUEUE_REPO = "ttsds/requests"
+
+# Download the snapshot
+snapshot_download(
+    repo_id=QUEUE_REPO,
+    local_dir="requests",
+    repo_type="dataset",
+    tqdm_class=None,
+    etag_timeout=30,
+    token=HF_TOKEN,
+)
+
+datasets = []
+
+for system in Path("requests").glob("*.tar.gz"):
+    dataset = TarDataset(system)
+    datasets.append(dataset)
+
+benchmark_suite = BenchmarkSuite(datasets, write_to_file="results.csv")
+benchmark_suite.run()

requirements.txt

@@ -0,0 +1 @@
+huggingface-hub

results.csv

@@ -1,133 +1,157 @@
 benchmark_name,benchmark_category,dataset,score,ci,time_taken,noise_dataset,reference_dataset
+Hubert,1,tortoise.tar.gz,95.0032087870608,1.0,302.0166263580322,noise_esc50,reference_speech_libritts_test
 Hubert,1,parler_tts.tar.gz,94.5404390522361,1.0,124.59978604316711,noise_esc50,reference_speech_libritts_r_test
 Hubert,1,xttsv2.tar.gz,94.08640627299717,1.0,134.5800392627716,noise_esc50,reference_speech_libritts_test
 Hubert,1,pheme.tar.gz,93.80203663860142,1.0,119.1046781539917,noise_esc50,reference_speech_libritts_test
 Hubert,1,styletts_2.tar.gz,93.46137965802308,1.0,126.84944558143616,noise_esc50,reference_speech_libritts_test
+Hubert,1,hierspeech++.tar.gz,93.37916470441546,1.0,307.2274351119995,noise_esc50,reference_speech_libritts_test
+Hubert,1,amphion_vallev1.tar.gz,91.52010467365078,1.0,225.77042078971863,noise_esc50,reference_speech_libritts_test
 Hubert,1,openvoice.tar.gz,91.0851565807428,1.0,62.45856785774231,noise_esc50,reference_speech_libritts_test
 Hubert,1,openvoice_v2.tar.gz,89.997296870775,1.0,119.05289673805235,noise_esc50,reference_speech_libritts_test
 Hubert,1,whisperspeech.tar.gz,89.59650840370541,1.0,162.37666058540344,noise_esc50,reference_speech_libritts_test
 Hubert,1,vokan.tar.gz,88.07493504309956,1.0,141.8659520149231,noise_esc50,reference_speech_libritts_r_test
 Hubert,1,voicecraft.tar.gz,85.69596873442636,1.0,159.47136187553406,noise_esc50,reference_speech_libritts_test
+Hubert,1,amphion_vallev2.tar.gz,71.98969697207704,1.0,292.6172308921814,noise_esc50,reference_speech_common_voice
 Wav2Vec2,1,parler_tts.tar.gz,94.090581399594,1.0,95.82865309715272,noise_esc50,reference_speech_libritts_r_test
+Wav2Vec2,1,tortoise.tar.gz,93.9126482849964,1.0,248.68314266204837,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,xttsv2.tar.gz,93.23599890583226,1.0,95.01738715171814,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,pheme.tar.gz,92.83390552297487,1.0,91.37873816490172,noise_esc50,reference_speech_libritts_test
+Wav2Vec2,1,hierspeech++.tar.gz,92.4442334662399,1.0,257.55835032463074,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,styletts_2.tar.gz,92.30029645092324,1.0,101.73942303657532,noise_esc50,reference_speech_libritts_test
+Wav2Vec2,1,amphion_vallev1.tar.gz,90.99397352893153,1.0,213.358323097229,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,openvoice.tar.gz,90.83004861136868,1.0,111.23961687088013,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,openvoice_v2.tar.gz,89.67547415210426,1.0,107.44602632522584,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,whisperspeech.tar.gz,89.14695509253995,1.0,114.242844581604,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,vokan.tar.gz,88.44469810366172,1.0,99.49274349212646,noise_esc50,reference_speech_libritts_test
 Wav2Vec2,1,voicecraft.tar.gz,83.95199513473236,1.0,105.27433896064758,noise_esc50,reference_speech_libritts_test
+Wav2Vec2,1,amphion_vallev2.tar.gz,76.47817105581328,1.0,259.81021451950073,noise_esc50,reference_speech_libritts_test
+WavLM,1,tortoise.tar.gz,96.22464332629046,1.0,254.821049451828,noise_esc50,reference_speech_libritts_test
+WavLM,1,hierspeech++.tar.gz,95.60551148386956,1.0,269.63989663124084,noise_esc50,reference_speech_libritts_test
 WavLM,1,xttsv2.tar.gz,95.58107958818624,1.0,95.93639731407166,noise_esc50,reference_speech_libritts_test
 WavLM,1,pheme.tar.gz,95.49563233161568,1.0,89.67045974731445,noise_esc50,reference_speech_libritts_test
 WavLM,1,parler_tts.tar.gz,95.40641839128538,1.0,95.41197800636292,noise_esc50,reference_speech_libritts_r_test
 WavLM,1,styletts_2.tar.gz,95.39232290375028,1.0,102.22206473350523,noise_esc50,reference_speech_libritts_test
 WavLM,1,openvoice.tar.gz,93.25898952127667,1.0,92.68878555297852,noise_esc50,reference_speech_libritts_test
+WavLM,1,amphion_vallev1.tar.gz,92.7250887228925,1.0,216.9505157470703,noise_esc50,reference_speech_libritts_test
 WavLM,1,openvoice_v2.tar.gz,92.5644858456969,1.0,88.64464712142944,noise_esc50,reference_speech_libritts_test
 WavLM,1,whisperspeech.tar.gz,91.35187392741032,1.0,116.23487138748168,noise_esc50,reference_speech_libritts_test
 WavLM,1,vokan.tar.gz,89.19230764266868,1.0,99.75403094291688,noise_esc50,reference_speech_libritts_r_test
 WavLM,1,voicecraft.tar.gz,86.62719485871455,1.0,106.71917581558228,noise_esc50,reference_speech_libritts_test
+WavLM,1,amphion_vallev2.tar.gz,79.07461115427384,1.0,260.90772676467896,noise_esc50,reference_speech_common_voice
 Hubert Token,2,pheme.tar.gz,90.9843132180544,1.0,38.543118715286255,noise_noise_uniform_distribution,reference_speech_blizzard2013
 Hubert Token,2,openvoice.tar.gz,90.5654059699615,1.0,41.829068183898926,noise_noise_uniform_distribution,reference_speech_blizzard2013
 Hubert Token,2,styletts_2.tar.gz,86.46786623692262,1.0,54.19551610946655,noise_noise_uniform_distribution,reference_speech_lj_speech
 Hubert Token,2,openvoice_v2.tar.gz,83.69874370210594,1.0,37.23568344116211,noise_noise_uniform_distribution,reference_speech_blizzard2013
 Hubert Token,2,xttsv2.tar.gz,81.36422514825712,1.0,45.49807000160217,noise_noise_uniform_distribution,reference_speech_blizzard2013
+Hubert Token,2,hierspeech++.tar.gz,81.1196529105846,1.0,176.44175457954407,noise_normal_distribution,reference_speech_libritts_r_test
+Hubert Token,2,amphion_vallev1.tar.gz,80.60642905511054,1.0,144.6452260017395,noise_normal_distribution,reference_speech_libritts_test
 Hubert Token,2,vokan.tar.gz,77.67468881481302,1.0,51.2910361289978,noise_noise_uniform_distribution,reference_speech_libritts_test
+Hubert Token,2,tortoise.tar.gz,74.8998668339101,1.0,172.94941592216492,noise_normal_distribution,reference_speech_libritts_test
 Hubert Token,2,parler_tts.tar.gz,71.14273016287268,1.0,47.15288829803467,noise_esc50,reference_speech_libritts_test
 Hubert Token,2,whisperspeech.tar.gz,67.29526589938177,1.0,69.6829125881195,noise_esc50,reference_speech_common_voice
 Hubert Token,2,voicecraft.tar.gz,53.72976539472917,1.0,58.81003403663635,noise_esc50,reference_speech_blizzard2013
+Hubert Token,2,amphion_vallev2.tar.gz,50.5872430388069,1.0,186.36941266059875,noise_uniform_distribution,reference_speech_vctk
 MPM,2,styletts_2.tar.gz,96.28148330410106,1.0,52.91341423988342,noise_esc50,reference_speech_libritts_test
 MPM,2,openvoice.tar.gz,94.65720616615896,1.0,43.34246110916138,noise_esc50,reference_speech_libritts_test
 MPM,2,openvoice_v2.tar.gz,93.15773558583058,1.0,39.98830366134644,noise_esc50,reference_speech_libritts_test
+MPM,2,amphion_vallev1.tar.gz,92.9443698025539,1.0,56.706605672836304,noise_esc50,reference_speech_libritts_test
+MPM,2,tortoise.tar.gz,92.885228124336,1.0,73.89647388458252,noise_esc50,reference_speech_libritts_test
+MPM,2,hierspeech++.tar.gz,92.70216917477714,1.0,75.37516856193542,noise_esc50,reference_speech_libritts_r_test
 MPM,2,parler_tts.tar.gz,91.35469810471528,1.0,46.27796745300293,noise_esc50,reference_speech_libritts_r_test
 MPM,2,pheme.tar.gz,91.34017112105286,1.0,42.290961265563965,noise_esc50,reference_speech_libritts_test
 MPM,2,xttsv2.tar.gz,91.27897077788415,1.0,45.65868854522705,noise_esc50,reference_speech_libritts_r_test
 MPM,2,vokan.tar.gz,87.96453035599842,1.0,49.08404159545898,noise_esc50,reference_speech_libritts_test
 MPM,2,whisperspeech.tar.gz,87.1192911483034,1.0,63.58557319641113,noise_esc50,reference_speech_libritts_test
+MPM,2,amphion_vallev2.tar.gz,78.25113465075468,1.0,73.07882261276245,noise_esc50,reference_speech_common_voice
 MPM,2,voicecraft.tar.gz,78.21044491906775,1.0,54.14320349693298,noise_esc50,reference_speech_lj_speech
+Pitch,2,tortoise.tar.gz,91.81791914309478,1.0,28.67462491989136,noise_esc50,reference_speech_libritts_test
 Pitch,2,openvoice.tar.gz,91.71901189782568,1.0,18.13708996772766,noise_noise_all_ones,reference_speech_vctk
 Pitch,2,xttsv2.tar.gz,90.76268957492144,1.0,19.80112147331237,noise_esc50,reference_speech_libritts_test
 Pitch,2,openvoice_v2.tar.gz,90.04147746044163,1.0,16.07070231437683,noise_esc50,reference_speech_libritts_r_test
 Pitch,2,vokan.tar.gz,89.26083299959306,1.0,22.239927768707275,noise_noise_all_ones,reference_speech_libritts_r_test
 Pitch,2,styletts_2.tar.gz,86.11435596493138,1.0,23.94259238243103,noise_noise_all_ones,reference_speech_libritts_r_test
 Pitch,2,whisperspeech.tar.gz,85.18244981499342,1.0,30.41292285919189,noise_esc50,reference_speech_vctk
+Pitch,2,amphion_vallev2.tar.gz,83.99193581306837,1.0,22.6997287273407,noise_esc50,reference_speech_libritts_test
+Pitch,2,amphion_vallev1.tar.gz,83.36135602300178,1.0,15.555508852005005,noise_esc50,reference_speech_blizzard2013
 Pitch,2,parler_tts.tar.gz,80.65108947909695,1.0,18.62288188934326,noise_esc50,reference_speech_blizzard2013
 Pitch,2,pheme.tar.gz,74.92151744188004,1.0,16.88358974456787,noise_noise_all_ones,reference_speech_vctk
+Pitch,2,hierspeech++.tar.gz,68.5843504100141,1.0,37.401535987854,noise_all_ones,reference_speech_blizzard2008
 Pitch,2,voicecraft.tar.gz,61.382905103235,1.0,26.58289647102356,noise_esc50,reference_speech_lj_speech
 VoiceFixer,3,openvoice.tar.gz,95.38493780032738,1.0,186.11724734306333,noise_noise_all_ones,reference_speech_blizzard2013
 VoiceFixer,3,vokan.tar.gz,93.40643860036052,1.0,175.76766729354858,noise_noise_all_ones,reference_speech_blizzard2013
 VoiceFixer,3,openvoice_v2.tar.gz,92.3373700440012,1.0,173.4297227859497,noise_noise_all_ones,reference_speech_blizzard2013
 VoiceFixer,3,pheme.tar.gz,90.8264529300255,1.0,174.33019375801086,noise_noise_all_ones,reference_speech_blizzard2013
+VoiceFixer,3,tortoise.tar.gz,89.3244590262843,1.0,677.6368510723114,noise_all_ones,reference_speech_libritts_test
 VoiceFixer,3,parler_tts.tar.gz,89.22728811295433,1.0,172.3456585407257,noise_noise_all_ones,reference_speech_vctk
 VoiceFixer,3,xttsv2.tar.gz,89.08521695705429,1.0,170.33265447616577,noise_noise_all_ones,reference_speech_blizzard2013
+VoiceFixer,3,hierspeech++.tar.gz,88.36093553619048,1.0,669.6530451774597,noise_all_ones,reference_speech_libritts_r_test
 VoiceFixer,3,whisperspeech.tar.gz,87.84872612609668,1.0,178.3019859790802,noise_noise_all_ones,reference_speech_blizzard2013
 VoiceFixer,3,styletts_2.tar.gz,87.5073639335986,1.0,176.34673738479614,noise_noise_all_ones,reference_speech_lj_speech
+VoiceFixer,3,amphion_vallev1.tar.gz,82.20542761660852,1.0,625.770998954773,noise_all_ones,reference_speech_libritts_test
 VoiceFixer,3,voicecraft.tar.gz,66.34615348641842,1.0,180.95762538909912,noise_noise_all_ones,reference_speech_libritts_test
+VoiceFixer,3,amphion_vallev2.tar.gz,60.64280723205814,1.0,584.7337737083435,noise_all_ones,reference_speech_libritts_test
 Wada SNR,3,openvoice_v2.tar.gz,90.1427416170811,1.0,10.900976181030272,noise_esc50,reference_speech_lj_speech
+Wada SNR,3,hierspeech++.tar.gz,89.71105311016726,1.0,28.93362522125244,noise_esc50,reference_speech_lj_speech
+Wada SNR,3,amphion_vallev1.tar.gz,89.28157734136457,1.0,11.57201862335205,noise_esc50,reference_speech_blizzard2013
 Wada SNR,3,styletts_2.tar.gz,81.95185663662924,1.0,17.79907989501953,noise_esc50,reference_speech_vctk
 Wada SNR,3,openvoice.tar.gz,81.81395640668867,1.0,13.08122992515564,noise_esc50,reference_speech_lj_speech
 Wada SNR,3,whisperspeech.tar.gz,80.01509029094143,1.0,23.027897596359253,noise_esc50,reference_speech_common_voice
+Wada SNR,3,tortoise.tar.gz,79.33163868919063,1.0,24.47475934028625,noise_esc50,reference_speech_lj_speech
 Wada SNR,3,vokan.tar.gz,76.75048509391759,1.0,16.736793279647827,noise_noise_all_zeros,reference_speech_libritts_r_test
 Wada SNR,3,pheme.tar.gz,72.98537305662066,1.0,11.035139560699465,noise_esc50,reference_speech_vctk
 Wada SNR,3,parler_tts.tar.gz,72.27395284764681,1.0,12.90119171142578,noise_esc50,reference_speech_blizzard2013
 Wada SNR,3,xttsv2.tar.gz,69.49957801623174,1.0,14.548080682754517,noise_esc50,reference_speech_lj_speech
 Wada SNR,3,voicecraft.tar.gz,61.12791144502604,1.0,21.89738178253174,noise_noise_all_zeros,reference_speech_libritts_r_test
+Wada SNR,3,amphion_vallev2.tar.gz,44.84040644202455,1.0,19.21480655670166,noise_esc50,reference_speech_blizzard2013
+DVector,4,amphion_vallev1.tar.gz,73.18638639861297,1.0,30.804888486862183,noise_esc50,reference_speech_libritts_test
+DVector,4,tortoise.tar.gz,71.62210142506505,1.0,44.36152744293213,noise_esc50,reference_speech_libritts_test
 DVector,4,xttsv2.tar.gz,71.560259547529,1.0,26.41282844543457,noise_esc50,reference_speech_libritts_test
 DVector,4,parler_tts.tar.gz,71.29507163986624,1.0,24.97851848602295,noise_esc50,reference_speech_libritts_r_test
 DVector,4,whisperspeech.tar.gz,71.28509808399106,1.0,37.12054371833801,noise_esc50,reference_speech_libritts_test
 DVector,4,styletts_2.tar.gz,70.71138142618565,1.0,30.437190055847168,noise_esc50,reference_speech_libritts_test
+DVector,4,hierspeech++.tar.gz,69.58607830308188,1.0,44.81731653213501,noise_esc50,reference_speech_libritts_test
 DVector,4,openvoice.tar.gz,69.51257200674672,1.0,24.23476529121399,noise_esc50,reference_speech_libritts_test
 DVector,4,vokan.tar.gz,69.35518739527738,1.0,29.14098620414734,noise_esc50,reference_speech_libritts_test
 DVector,4,openvoice_v2.tar.gz,68.35390860117379,1.0,21.824361085891724,noise_esc50,reference_speech_libritts_test
 DVector,4,pheme.tar.gz,64.10471139795597,1.0,22.660944938659668,noise_esc50,reference_speech_libritts_test
+DVector,4,amphion_vallev2.tar.gz,52.4734610116803,1.0,41.32322096824646,noise_esc50,reference_speech_common_voice
 DVector,4,voicecraft.tar.gz,48.50115453936135,1.0,34.438050746917725,noise_esc50,reference_speech_vctk
 WeSpeaker,4,parler_tts.tar.gz,76.88813257452003,1.0,27.994462490081787,noise_esc50,reference_speech_libritts_r_test
+WeSpeaker,4,tortoise.tar.gz,76.6657058348084,1.0,121.7685649394989,noise_esc50,reference_speech_libritts_r_test
 WeSpeaker,4,whisperspeech.tar.gz,73.60735344777885,1.0,45.16290283203125,noise_esc50,reference_speech_libritts_r_test
 WeSpeaker,4,xttsv2.tar.gz,73.5673215767236,1.0,30.17014646530152,noise_esc50,reference_speech_libritts_r_test
 WeSpeaker,4,styletts_2.tar.gz,72.38187066883906,1.0,32.920727491378784,noise_esc50,reference_speech_libritts_r_test
+WeSpeaker,4,hierspeech++.tar.gz,71.40885897051493,1.0,123.1615116596222,noise_esc50,reference_speech_libritts_test
 WeSpeaker,4,openvoice_v2.tar.gz,68.9849951710889,1.0,30.21518111228943,noise_esc50,reference_speech_libritts_r_test
 WeSpeaker,4,vokan.tar.gz,68.78934301671737,1.0,33.98707461357117,noise_esc50,reference_speech_libritts_r_test
 WeSpeaker,4,pheme.tar.gz,68.12802163002668,1.0,25.29195094108581,noise_esc50,reference_speech_libritts_r_test
 WeSpeaker,4,openvoice.tar.gz,68.09089793516841,1.0,33.77435088157654,noise_esc50,reference_speech_libritts_r_test
+WeSpeaker,4,amphion_vallev1.tar.gz,67.95970728969392,1.0,99.04954600334167,noise_esc50,reference_speech_libritts_r_test
+WeSpeaker,4,amphion_vallev2.tar.gz,66.11875207088103,1.0,127.82870578765869,noise_esc50,reference_speech_libritts_r_test
 WeSpeaker,4,voicecraft.tar.gz,58.64719162027049,1.0,39.34559106826782,noise_esc50,reference_speech_libritts_r_test
-Wav2Vec2 WER,6,openvoice_v2.tar.gz,98.12402858119475,1.0,25.35945439338684,noise_all_ones,reference_speech_lj_speech
+Wav2Vec2 WER,6,openvoice_v2.tar.gz,98.12402858119476,1.0,25.35945439338684,noise_all_ones,reference_speech_lj_speech
 Wav2Vec2 WER,6,openvoice.tar.gz,98.10245105201965,1.0,31.218631505966187,noise_all_ones,reference_speech_lj_speech
-Wav2Vec2 WER,6,pheme.tar.gz,96.43797599716206,1.0,25.918951272964478,noise_all_ones,reference_speech_lj_speech
+Wav2Vec2 WER,6,pheme.tar.gz,96.43797599716206,1.0,25.91895127296448,noise_all_ones,reference_speech_lj_speech
 Wav2Vec2 WER,6,voicecraft.tar.gz,96.1995778330764,1.0,40.95238471031189,noise_all_ones,reference_speech_blizzard2013
 Wav2Vec2 WER,6,styletts_2.tar.gz,96.10618219265731,1.0,36.6831214427948,noise_all_ones,reference_speech_blizzard2013
-Wav2Vec2 WER,6,xttsv2.tar.gz,94.21111148710615,1.0,31.38028883934021,noise_all_ones,reference_speech_lj_speech
+Wav2Vec2 WER,6,tortoise.tar.gz,95.58743538661903,1.0,172.25165176391602,noise_all_ones,reference_speech_blizzard2013
+Wav2Vec2 WER,6,hierspeech++.tar.gz,94.90080242106494,1.0,176.74141716957092,noise_all_ones,reference_speech_vctk
+Wav2Vec2 WER,6,xttsv2.tar.gz,94.21111148710617,1.0,31.38028883934021,noise_all_ones,reference_speech_lj_speech
 Wav2Vec2 WER,6,vokan.tar.gz,93.78060002781454,1.0,34.56924915313721,noise_all_ones,reference_speech_lj_speech
 Wav2Vec2 WER,6,parler_tts.tar.gz,92.87270271546396,1.0,32.12077188491821,noise_all_ones,reference_speech_vctk
 Wav2Vec2 WER,6,whisperspeech.tar.gz,91.17590960462115,1.0,47.73212695121765,noise_all_ones,reference_speech_vctk
-Whisper WER,6,styletts_2.tar.gz,98.38480781758865,1.0,101.16044330596924,noise_all_ones,reference_speech_lj_speech
-Whisper WER,6,voicecraft.tar.gz,98.10316057112597,1.0,105.02966475486755,noise_all_ones,reference_speech_lj_speech
+Wav2Vec2 WER,6,amphion_vallev1.tar.gz,86.73185383838457,1.0,140.56620573997498,noise_all_ones,reference_speech_common_voice
+Wav2Vec2 WER,6,amphion_vallev2.tar.gz,83.30858084009022,1.0,183.72569060325623,noise_esc50,reference_speech_common_voice
+Whisper WER,6,styletts_2.tar.gz,98.38480781758864,1.0,101.16044330596924,noise_all_ones,reference_speech_lj_speech
+Whisper WER,6,voicecraft.tar.gz,98.10316057112595,1.0,105.02966475486755,noise_all_ones,reference_speech_lj_speech
 Whisper WER,6,vokan.tar.gz,97.32023294270492,1.0,100.31066942214966,noise_all_ones,reference_speech_lj_speech
-Whisper WER,6,xttsv2.tar.gz,95.1560639884558,1.0,100.43997597694397,noise_all_ones,reference_speech_lj_speech
-Whisper WER,6,openvoice_v2.tar.gz,94.65618187108738,1.0,94.49474310874939,noise_all_ones,reference_speech_lj_speech
-Whisper WER,6,whisperspeech.tar.gz,94.50534935596615,1.0,106.15523386001587,noise_all_ones,reference_speech_common_voice
-Whisper WER,6,openvoice.tar.gz,93.35170970367761,1.0,97.47275042533875,noise_all_ones,reference_speech_vctk
-Whisper WER,6,parler_tts.tar.gz,92.49510156479842,1.0,102.08325743675232,noise_all_ones,reference_speech_common_voice
-Whisper WER,6,pheme.tar.gz,91.03411860950621,1.0,96.20897006988525,noise_all_ones,reference_speech_lj_speech
-Hubert,1,tortoise.tar.gz,95.00320878706079,1.0,302.0166263580322,noise_esc50,reference_speech_libritts_test
-Wav2Vec2,1,tortoise.tar.gz,93.9126482849964,1.0,248.68314266204834,noise_esc50,reference_speech_libritts_test
-WavLM,1,tortoise.tar.gz,96.22464332629046,1.0,254.821049451828,noise_esc50,reference_speech_libritts_test
-Hubert Token,2,tortoise.tar.gz,74.8998668339101,1.0,172.94941592216492,noise_normal_distribution,reference_speech_libritts_test
-MPM,2,tortoise.tar.gz,92.885228124336,1.0,73.89647388458252,noise_esc50,reference_speech_libritts_test
-Pitch,2,tortoise.tar.gz,91.81791914309478,1.0,28.674624919891357,noise_esc50,reference_speech_libritts_test
-VoiceFixer,3,tortoise.tar.gz,89.3244590262843,1.0,677.6368510723114,noise_all_ones,reference_speech_libritts_test
-Wada SNR,3,tortoise.tar.gz,79.33163868919063,1.0,24.474759340286255,noise_esc50,reference_speech_lj_speech
-DVector,4,tortoise.tar.gz,71.62210142506505,1.0,44.36152744293213,noise_esc50,reference_speech_libritts_test
-WeSpeaker,4,tortoise.tar.gz,76.6657058348084,1.0,121.7685649394989,noise_esc50,reference_speech_libritts_r_test
-Wav2Vec2 WER,6,tortoise.tar.gz,95.58743538661905,1.0,172.25165176391602,noise_all_ones,reference_speech_blizzard2013
 Whisper WER,6,tortoise.tar.gz,95.87600408062814,1.0,104.27716970443726,noise_all_ones,reference_speech_blizzard2008
-Hubert,1,hierspeech++.tar.gz,93.37916470441546,1.0,307.2274351119995,noise_esc50,reference_speech_libritts_test
-Wav2Vec2,1,hierspeech++.tar.gz,92.4442334662399,1.0,257.55835032463074,noise_esc50,reference_speech_libritts_test
-WavLM,1,hierspeech++.tar.gz,95.60551148386955,1.0,269.63989663124084,noise_esc50,reference_speech_libritts_test
-Hubert Token,2,hierspeech++.tar.gz,81.1196529105846,1.0,176.44175457954407,noise_normal_distribution,reference_speech_libritts_r_test
-MPM,2,hierspeech++.tar.gz,92.70216917477714,1.0,75.37516856193542,noise_esc50,reference_speech_libritts_r_test
-Pitch,2,hierspeech++.tar.gz,68.5843504100141,1.0,37.401535987854004,noise_all_ones,reference_speech_blizzard2008
-VoiceFixer,3,hierspeech++.tar.gz,88.36093553619048,1.0,669.6530451774597,noise_all_ones,reference_speech_libritts_r_test
-Wada SNR,3,hierspeech++.tar.gz,89.71105311016726,1.0,28.93362522125244,noise_esc50,reference_speech_lj_speech
-DVector,4,hierspeech++.tar.gz,69.58607830308188,1.0,44.81731653213501,noise_esc50,reference_speech_libritts_test
-WeSpeaker,4,hierspeech++.tar.gz,71.40885897051493,1.0,123.16151165962219,noise_esc50,reference_speech_libritts_test
-Wav2Vec2 WER,6,hierspeech++.tar.gz,94.90080242106494,1.0,176.74141716957092,noise_all_ones,reference_speech_vctk
-Whisper WER,6,hierspeech++.tar.gz,91.87872426735231,1.0,107.58410310745239,noise_all_ones,reference_speech_vctk
+Whisper WER,6,xttsv2.tar.gz,95.1560639884558,1.0,100.43997597694396,noise_all_ones,reference_speech_lj_speech
+Whisper WER,6,openvoice_v2.tar.gz,94.65618187108738,1.0,94.4947431087494,noise_all_ones,reference_speech_lj_speech
+Whisper WER,6,whisperspeech.tar.gz,94.50534935596616,1.0,106.15523386001588,noise_all_ones,reference_speech_common_voice
+Whisper WER,6,openvoice.tar.gz,93.3517097036776,1.0,97.47275042533876,noise_all_ones,reference_speech_vctk
+Whisper WER,6,parler_tts.tar.gz,92.49510156479842,1.0,102.08325743675232,noise_all_ones,reference_speech_common_voice
+Whisper WER,6,hierspeech++.tar.gz,91.87872426735233,1.0,107.5841031074524,noise_all_ones,reference_speech_vctk
+Whisper WER,6,pheme.tar.gz,91.0341186095062,1.0,96.20897006988524,noise_all_ones,reference_speech_lj_speech
+Whisper WER,6,amphion_vallev1.tar.gz,86.80724878574905,1.0,108.11892366409302,noise_all_ones,reference_speech_common_voice
+Whisper WER,6,amphion_vallev2.tar.gz,67.01128169565777,1.0,93.11374068260193,noise_esc50,reference_speech_common_voice