diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..f73443c86a80b72d9e4ab577b66ea229303a2536
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,152 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/
\ No newline at end of file
diff --git a/README.md b/README.md
index a4dffa28672a543c797412dca1857525378c44fa..c949db724a6929637b3814510587d8f774520e86 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,11 @@
 ---
-title: FinalLeaderboard
-emoji: 🐠
-colorFrom: pink
-colorTo: indigo
+title: Robust Speech Recognition Leaderboard 2022
+emoji: 🏆🎙️🏆
+colorFrom: red
+colorTo: yellow
 sdk: streamlit
 app_file: app.py
-pinned: false
+pinned: true
 license: apache-2.0
 ---
 
diff --git a/app.py b/app.py
new file mode 100644
index 0000000000000000000000000000000000000000..a574975a88f7e9b3eb72eb67fb75ddac1df64494
--- /dev/null
+++ b/app.py
@@ -0,0 +1,136 @@
+import glob
+import pandas as pd
+import streamlit as st
+
+cer_langs = ["ja", "zh-CN", "zh-HK", "zh-TW"]
+
+
+def get_note(lang):
+    metric = (
+        "`CER` (Char Error Rate, lower is better)" if lang in cer_langs else "`WER` (Word Error Rate, lower is better)"
+    )
+    return (
+        f"**Note**: The evaluation metric for the `{lang}` language is {metric}. " f"The score used for ranking is: "
+    )
+
+
+def get_note_custom(lang):
+    metric = "CER (Char Error Rate)" if lang in cer_langs else "WER (Word Error Rate)"
+    return (
+        f"**Note**: The evaluation metric for the `{lang}` language is {metric}. "
+        "The metrics for this language are **self-reported** by the participants and are dataset-dependent, "
+        "so there's no explicit ranking score. "
+        "Please refer to the model cards for more info about the datasets."
+    )
+
+
+def make_clickable(model_name):
+    link = "https://huggingface.co/" + model_name
+    return f'<a target="_blank" href="{link}">{model_name}</a>'
+
+
+def parse_df(df, lang):
+    note = None
+    if "cv6" in df.columns and "hf_dev" in df.columns:
+        df["avg"] = (df[["cv6", "cv7", "cv8"]].max(axis=1) + df["hf_dev"] + df["hf_test"]) / 3
+        df.sort_values("avg", inplace=True, ignore_index=True)
+        df = df[["model", "cv6", "cv7", "cv8", "hf_dev", "hf_test", "avg"]]
+        note = get_note(lang)
+        metric_eq = r"""Score = 
+                        \begin{cases}
+                          (CV61_{Test} + HF_{Dev} + HF_{Test}) / 3 & \text{if trained on $Common\ Voice\ 6.1$} \\
+                          (CV7_{Test} + HF_{Dev} + HF_{Test}) / 3 & \text{if trained on $Common\ Voice\ 7.0$} \\
+                          (CV8_{Test} + HF_{Dev} + HF_{Test}) / 3 & \text{if trained on $Common\ Voice\ 8.0$} \\
+                        \end{cases}"""
+    elif "cv8" in df.columns and "hf_dev" in df.columns:
+        df["avg"] = (df[["cv7", "cv8"]].max(axis=1) + df["hf_dev"] + df["hf_test"]) / 3
+        df.sort_values("avg", inplace=True, ignore_index=True)
+        df = df[["model", "cv7", "cv8", "hf_dev", "hf_test", "avg"]]
+        note = get_note(lang)
+        metric_eq = r"""Score = 
+                        \begin{cases}
+                          (CV7_{Test} + HF_{Dev} + HF_{Test}) / 3 & \text{if trained on $Common\ Voice\ 7.0$} \\
+                          (CV8_{Test} + HF_{Dev} + HF_{Test}) / 3 & \text{if trained on $Common\ Voice\ 8.0$} \\
+                        \end{cases}"""
+    elif "cv6" in df.columns:
+        df["avg"] = df[["cv6", "cv7", "cv8"]].max(axis=1)
+        df.sort_values("avg", inplace=True, ignore_index=True)
+        df = df[["model", "cv6", "cv7", "cv8", "avg"]]
+        note = get_note(lang)
+        metric_eq = r"""Score = 
+                        \begin{cases}
+                          CV61_{Test} & \text{if trained on $Common\ Voice\ 6.1$} \\
+                          CV7_{Test} & \text{if trained on $Common\ Voice\ 7.0$} \\
+                          CV8_{Test} & \text{if trained on $Common\ Voice\ 8.0$} \\
+                        \end{cases}"""
+    elif "cv8" in df.columns:
+        df["avg"] = df[["cv7", "cv8"]].max(axis=1)
+        df.sort_values("avg", inplace=True, ignore_index=True)
+        df = df[["model", "cv7", "cv8", "avg"]]
+        note = get_note(lang)
+        metric_eq = r"""Score = 
+                        \begin{cases}
+                          CV7_{Test} & \text{if trained on $Common\ Voice\ 7.0$} \\
+                          CV8_{Test} & \text{if trained on $Common\ Voice\ 8.0$} \\
+                        \end{cases}"""
+    elif "hf_dev" in df.columns:
+        df["avg"] = (df["hf_dev"] + df["hf_test"]) / 2
+        df.sort_values("avg", inplace=True, ignore_index=True)
+        df = df[["model", "hf_dev", "hf_test", "avg"]]
+        note = get_note(lang)
+        metric_eq = r"""Score = \frac{HF_{Dev} + HF_{Test}}{2}"""
+    elif "custom" in df.columns:
+        df = df[["model", "custom"]]
+        df.sort_values("custom", inplace=True, ignore_index=True)
+        note = get_note_custom(lang)
+        metric_eq = None
+    df["model"] = df["model"].apply(make_clickable)
+    df.rename(
+        columns={
+            "model": "Model",
+            "cv6": "CV 6.1 Test",
+            "cv7": "CV 7.0 Test",
+            "cv8": "CV 8.0 Test",
+            "hf_dev": "HF Dev",
+            "hf_test": "HF Test",
+            "custom": "Custom Test",
+            "avg": "Score",
+        },
+        inplace=True,
+    )
+    df.fillna("", inplace=True)
+    return df, note, metric_eq
+
+
+@st.cache()
+def main():
+    dataframes = {}
+    notes = {}
+    metric_eqs = {}
+    for lang_csv in sorted(glob.glob("data/*.csv")):
+        lang = lang_csv.split("/")[-1].split(".")[0]
+        df = pd.read_csv(lang_csv)
+        dataframes[lang], notes[lang], metric_eqs[lang] = parse_df(df, lang)
+
+    return dataframes, notes, metric_eqs
+
+
+dataframes, notes, eval_eqs = main()
+
+_, col_center = st.columns([3, 6])
+with col_center:
+    st.image("logo.png", width=200)
+st.markdown("# Robust Speech Challenge Results")
+
+lang_select = sorted(dataframes.keys())
+
+lang = st.selectbox(
+    "Language",
+    lang_select,
+    index=0,
+)
+
+st.markdown(notes[lang])
+if eval_eqs[lang]:
+    st.latex(eval_eqs[lang])
+st.write(dataframes[lang].to_html(escape=False, index=None), unsafe_allow_html=True)
diff --git a/data/ab.csv b/data/ab.csv
new file mode 100755
index 0000000000000000000000000000000000000000..6d14a2b1ae604942fdee5b935b2df2ade2c8134b
--- /dev/null
+++ b/data/ab.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-large-xls-r-300m-ab-CV7,52.91,
+infinitejoy/wav2vec2-large-xls-r-300m-abkhaz,57.81,
+infinitejoy/wav2vec2-large-xls-r-300m-abkhaz-cv8,,27.60
+emre/wav2vec2-xls-r-300m-ab-CV8,,44.9
\ No newline at end of file
diff --git a/data/ar.csv b/data/ar.csv
new file mode 100755
index 0000000000000000000000000000000000000000..6d2e6d0d09e6cb5bcc12edc7c97214aa871f292d
--- /dev/null
+++ b/data/ar.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8,hf_dev,hf_test
+AndrewMcDowell/wav2vec2-xls-r-300m-arabic,46.72,,93.72,92.49
+bakrianoo/sinai-voice-ar-stt,,18.17,93.03,90.79
+kingabzpro/wav2vec2-large-xlsr-300-arabic,39.04,,89.80,87.46
+phantomcoder1996/wav2vec2-large-xls-r-300m-arabic,57.80,,95.07,93.58
+phantomcoder1996/wav2vec2-large-xls-r-300m-arabic-colab,64.38,,96.15,94.96
diff --git a/data/as.csv b/data/as.csv
new file mode 100755
index 0000000000000000000000000000000000000000..6e0b7b32011720045c5d8677597995cbb4989595
--- /dev/null
+++ b/data/as.csv
@@ -0,0 +1,8 @@
+model,cv7,cv8,cv6
+DrishtiSharma/wav2vec2-large-xls-r-300m-as-g1,,65.41,
+DrishtiSharma/wav2vec2-large-xls-r-300m-as-v9,,61.64,
+anuragshas/wav2vec2-large-xls-r-300m-as,57.00,,
+infinitejoy/wav2vec2-large-xls-r-300m-assamese,72.64,,
+infinitejoy/wav2vec2-large-xls-r-300m-assamese-cv8,,65.97,
+emre/wav2vec2-xls-r-300m-as-CV8-v1,,100,
+reichenbach/wav2vec2-large-xls-r-300m-as,,,64.77
\ No newline at end of file
diff --git a/data/ba.csv b/data/ba.csv
new file mode 100755
index 0000000000000000000000000000000000000000..22df990faaa7c1609a95a3d2158f561a0a3dad27
--- /dev/null
+++ b/data/ba.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8
+AigizK/wav2vec2-large-xls-r-300m-bashkir-cv7_opt,4.44,
+infinitejoy/wav2vec2-large-xls-r-300m-bashkir,24.21,
+sammy786/wav2vec2-xlsr-bashkir,,11.32
diff --git a/data/bas.csv b/data/bas.csv
new file mode 100755
index 0000000000000000000000000000000000000000..e51a4919378920a4bd6154bba5f897c905f723e8
--- /dev/null
+++ b/data/bas.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-large-xls-r-300m-bas-v1,,35.66
+emre/wav2vec2-xls-r-300m-bas-CV8-v2,,50.48
+infinitejoy/wav2vec2-large-xls-r-300m-basaa,104.08,
+infinitejoy/wav2vec2-large-xls-r-300m-basaa-cv8,,38.06
+sammy786/wav2vec2-xlsr-Basaa,,41.23
diff --git a/data/bg.csv b/data/bg.csv
new file mode 100755
index 0000000000000000000000000000000000000000..faed888bfaf3d361aff726cba8696f70536d6c05
--- /dev/null
+++ b/data/bg.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,hf_dev,hf_test
+DrishtiSharma/wav2vec2-large-xls-r-300m-bg-d2,,28.78,49.78,51.25
+DrishtiSharma/wav2vec2-large-xls-r-300m-bg-v1,,47.10,70.53,72.60
+anuragshas/wav2vec2-large-xls-r-300m-bg,,21.20,30.27,31.03
+infinitejoy/wav2vec2-large-xls-r-300m-bulgarian,46.68,,63.68,64.08
diff --git a/data/bn.csv b/data/bn.csv
new file mode 100755
index 0000000000000000000000000000000000000000..8f94e1a1d844e8c803fdf5473f22e9dc931297c4
--- /dev/null
+++ b/data/bn.csv
@@ -0,0 +1,3 @@
+model,custom
+Tahsin-Mayeesha/wav2vec2-bn-300m,17.77
+arijitx/wav2vec2-xls-r-300m-bengali,15.32
diff --git a/data/br.csv b/data/br.csv
new file mode 100755
index 0000000000000000000000000000000000000000..d799b3168508bac52bc8b51cec29bea787d07c1b
--- /dev/null
+++ b/data/br.csv
@@ -0,0 +1,7 @@
+model,cv7,cv8,cv6
+DrishtiSharma/wav2vec2-large-xls-r-300m-br-d10,,52.30,
+DrishtiSharma/wav2vec2-large-xls-r-300m-br-d2,,49.77,
+infinitejoy/wav2vec2-large-xls-r-300m-breton,107.96,,
+infinitejoy/wav2vec2-large-xls-r-300m-breton-cv8,,54.86,
+sammy786/wav2vec2-xlsr-breton,,48.21,
+emre/wav2vec2-xls-r-300m-Br-small,,,47.89
diff --git a/data/ca.csv b/data/ca.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ad30b5a7553c2098b596d037c61e240e99b4aff5
--- /dev/null
+++ b/data/ca.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,hf_dev,hf_test
+PereLluis13/wav2vec2-xls-r-1b-ca,,11.03,20.98,18.70
+PereLluis13/wav2vec2-xls-r-1b-ca-lm,,6.07,18.38,15.41
+PereLluis13/wav2vec2-xls-r-300m-ca,,13.17,26.25,22.04
+PereLluis13/wav2vec2-xls-r-300m-ca-lm,,6.77,21.47,17.68
diff --git a/data/ckb.csv b/data/ckb.csv
new file mode 100755
index 0000000000000000000000000000000000000000..cfb0d2e33d55c6437bf9bbff9ed6d9f722a8a363
--- /dev/null
+++ b/data/ckb.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8
+Akashpb13/Central_kurdish_xlsr,,36.75
diff --git a/data/cs.csv b/data/cs.csv
new file mode 100755
index 0000000000000000000000000000000000000000..a046b366cbb44bd9b8273c79f837047e7af7afc1
--- /dev/null
+++ b/data/cs.csv
@@ -0,0 +1,6 @@
+model,hf_dev,hf_test,cv7,cv8,cv6
+comodoro/wav2vec2-xls-r-300m-cs,66.78,57.52,,,22.15
+comodoro/wav2vec2-xls-r-300m-cs-250,49.26,42.51,,14.75,
+comodoro/wav2vec2-xls-r-300m-cs-cv8,54.29,44.55,,10.28,
+comodoro/wav2vec2-xls-r-300m-west-slavic-cv8,84.11,75.99,,53.52,
+sammy786/wav2vec2-xlsr-czech,97.02,69.70,,11.23,
diff --git a/data/cv.csv b/data/cv.csv
new file mode 100755
index 0000000000000000000000000000000000000000..e3dd357ee616b99b4a685a667e67f02866bdaff0
--- /dev/null
+++ b/data/cv.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+infinitejoy/wav2vec2-large-xls-r-300m-chuvash,60.31,
+sammy786/wav2vec2-xlsr-chuvash,,27.81
diff --git a/data/cy.csv b/data/cy.csv
new file mode 100755
index 0000000000000000000000000000000000000000..9ea2882f96312d998a1610ec6e3f10a73a175734
--- /dev/null
+++ b/data/cy.csv
@@ -0,0 +1,3 @@
+model,cv6,cv7,cv8
+infinitejoy/wav2vec2-large-xls-r-300m-welsh,,31.00,
+techiaith/wav2vec2-xlsr-ft-cy,13.79,,
diff --git a/data/de.csv b/data/de.csv
new file mode 100755
index 0000000000000000000000000000000000000000..f5ef0fe1df0095ef686d05325569d808cb4f16e1
--- /dev/null
+++ b/data/de.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8,hf_dev,hf_test
+AndrewMcDowell/wav2vec2-xls-r-1B-german,,15.25,28.30,36.20
+AndrewMcDowell/wav2vec2-xls-r-300m-german-de,19.50,,39.54,47.95
+jonatasgrosman/wav2vec2-xls-r-1b-german,,8.13,15.12,19.67
+jsnfly/wav2vec2-large-xlsr-53-german-gpt2,9.71,,,
+jsnfly/wav2vec2-xls-r-1b-de-cv8,,11.07,29.28,36.79
diff --git a/data/dv.csv b/data/dv.csv
new file mode 100755
index 0000000000000000000000000000000000000000..f2e604deeab9e19c934375e9b8305ab69a32b195
--- /dev/null
+++ b/data/dv.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+sammy786/wav2vec2-xlsr-dhivehi,,26.91
+shahukareem/xls-r-300m-dv,,21.30
diff --git a/data/el.csv b/data/el.csv
new file mode 100755
index 0000000000000000000000000000000000000000..3f755feb78e9be9298845ee82dbf48e252234e55
--- /dev/null
+++ b/data/el.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8,hf_dev,hf_test
+ayameRushia/wav2vec2-large-xls-r-300m-el,,31.13,,
+infinitejoy/wav2vec2-large-xls-r-300m-greek,101.37,,99.93,99.95
diff --git a/data/en.csv b/data/en.csv
new file mode 100755
index 0000000000000000000000000000000000000000..e5a339cfc1c5ab6fcdc769950ab87344ee544a17
--- /dev/null
+++ b/data/en.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8,hf_dev,hf_test
+jonatasgrosman/wav2vec2-xls-r-1b-english,,17.32,15.07,17.88
+vitouphy/wav2vec2-xls-r-300m-english,,37.81,34.56,38.80
diff --git a/data/eo.csv b/data/eo.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10f28af1ff2aa037eb4f706dfd464f951c178768
--- /dev/null
+++ b/data/eo.csv
@@ -0,0 +1,2 @@
+model,cv6,cv7,cv8
+samitizerxu/wav2vec2-xls-r-300m-eo,30.86,,
\ No newline at end of file
diff --git a/data/es.csv b/data/es.csv
new file mode 100755
index 0000000000000000000000000000000000000000..8510a178a94000b9fbec1eee31de4a8eb8a164d7
--- /dev/null
+++ b/data/es.csv
@@ -0,0 +1,9 @@
+model,hf_dev,hf_test,cv7,cv8,cv6
+glob-asr/xls-r-es-test-lm,27.95,30.86,,9.40,
+jonatasgrosman/wav2vec2-xls-r-1b-spanish,15.35,16.67,,6.75,
+pablouribe/xls-r-spanish-test,92.53,91.21,13.89,,
+polodealvarado/xls-r-300m-es,28.63,29.72,,14.60,
+tomascufaro/xls-r-es-test,36.08,39.19,,12.62,
+edugp/wav2vec2-xls-r-300m-36-tokens-es,36.09,39.82,,,11.18
+edugp/wav2vec2-xls-r-300m-36-tokens-with-lm-es,31.68,34.45,,,8.68
+samitizerxu/wav2vec2-xls-r-300m-es,55.69,57.28,,,37.37
diff --git a/data/et.csv b/data/et.csv
new file mode 100755
index 0000000000000000000000000000000000000000..a23b6e1a3b9cebf29bbe338f8cc69582e730e2a2
--- /dev/null
+++ b/data/et.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8,hf_dev,hf_test
+RASMUS/wav2vec2-xlsr-1b-et,,20.13,37.52,41.97
+sammy786/wav2vec2-xlsr-estonian,,23.63,61.83,67.43
+shpotes/xls-r-et,34.75,,47.17,54.72
+shpotes/xls-r-et-cv_8_0,,34.18,45.53,54.41
+vasilis/xls-r-et-V-3,,52.47,59.23,69.08
diff --git a/data/eu.csv b/data/eu.csv
new file mode 100755
index 0000000000000000000000000000000000000000..8c1aade4cf85ba4ec9feb4263c636240be321d36
--- /dev/null
+++ b/data/eu.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+deepdml/wav2vec2-large-xls-r-300m-basque,51.90,
+shpotes/xls-r-eus,,17.87
diff --git a/data/fi.csv b/data/fi.csv
new file mode 100755
index 0000000000000000000000000000000000000000..bf96e97adf13977db31e52c1077fc1fac3d074f4
--- /dev/null
+++ b/data/fi.csv
@@ -0,0 +1,10 @@
+model,cv7,cv8
+RASMUS/wav2vec2-xlsr-fi-train-aug-lm-1B,7.69,
+aapot/wav2vec2-xlsr-1b-finnish,13.11,
+aapot/wav2vec2-xlsr-1b-finnish-lm,5.65,
+aapot/wav2vec2-xlsr-1b-finnish-lm-v2,4.09,
+aapot/wav2vec2-xlsr-1b-finnish-v2,9.73,
+aapot/wav2vec2-xlsr-300m-finnish,17.92,
+aapot/wav2vec2-xlsr-300m-finnish-lm,8.16,
+infinitejoy/wav2vec2-large-xls-r-300m-finnish,29.97,
+sammy786/wav2vec2-xlsr-finnish,,13.73
diff --git a/data/fr.csv b/data/fr.csv
new file mode 100755
index 0000000000000000000000000000000000000000..96281be428d5201243e796e49cc03773a08b53f5
--- /dev/null
+++ b/data/fr.csv
@@ -0,0 +1,8 @@
+model,cv7,cv8,hf_dev,hf_test,cv6
+AlexN/xls-r-300m-fr,,21.02,35.15,38.86,
+AlexN/xls-r-300m-fr-0,,21.94,35.55,39.94,
+Plim/xls-r-1b-cv_8-fr,,14.78,23.68,27.10,
+Plim/xls-r-300m-fr,23.70,,62.85,66.45,
+jonatasgrosman/wav2vec2-xls-r-1b-french,,16.32,16.15,19.15,
+samirt8/wav2vec2-xls-r-1b-fr,,12.34,24.45,25.96,
+samitizerxu/wav2vec2-xls-r-300m-fr,,,56.62,58.22,50.24
\ No newline at end of file
diff --git a/data/ga-IE.csv b/data/ga-IE.csv
new file mode 100755
index 0000000000000000000000000000000000000000..c935e0803f7f2aec1ea7f115e72adae8d616aad7
--- /dev/null
+++ b/data/ga-IE.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8
+infinitejoy/wav2vec2-large-xls-r-300m-irish,103.54,
+jcmc/wav2vec-1b-cv8-ir,,42.56
+jcmc/wav2vec-cv7-1b-ir,38.58,
+kingabzpro/wav2vec2-large-xls-r-1b-Irish,,37.64
diff --git a/data/gl.csv b/data/gl.csv
new file mode 100755
index 0000000000000000000000000000000000000000..4411718772e5277a1e5d2a016ce8c2f61b405b8b
--- /dev/null
+++ b/data/gl.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8,hf_dev,hf_test
+Akashpb13/Galician_xlsr,,11.31,36.78,39.05
+infinitejoy/wav2vec2-large-xls-r-300m-galician,101.54,,105.69,101.95
+emre/wav2vec2-xls-r-300m-gl-CV8,,22.94,47.82,50.80
diff --git a/data/gn.csv b/data/gn.csv
new file mode 100755
index 0000000000000000000000000000000000000000..cce9641ec178cbaf76a74edd174a57bc9ffa500d
--- /dev/null
+++ b/data/gn.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-large-xls-r-300m-gn-k1,,71.19
+lgris/wav2vec2-xls-r-300m-gn-cv8,,69.05
+lgris/wav2vec2-xls-r-300m-gn-cv8-3,,76.68
+lgris/wav2vec2-xls-r-300m-gn-cv8-4,,68.45
+lgris/wav2vec2-xls-r-gn-cv7,62.65,
diff --git a/data/ha.csv b/data/ha.csv
new file mode 100755
index 0000000000000000000000000000000000000000..8a2759a238d9bfd77edce3f7b00f07cff6c962ba
--- /dev/null
+++ b/data/ha.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8
+Akashpb13/Hausa_xlsr,,20.61
+Mofe/xls-r-hausa-40,,51.31
+anuragshas/wav2vec2-large-xls-r-300m-ha-cv8,,36.30
+infinitejoy/wav2vec2-large-xls-r-300m-hausa,102.74,
diff --git a/data/hi.csv b/data/hi.csv
new file mode 100755
index 0000000000000000000000000000000000000000..681de3637e163f207c8ca308c1f220d03983c085
--- /dev/null
+++ b/data/hi.csv
@@ -0,0 +1,19 @@
+model,cv7,cv8,cv6
+DrishtiSharma/wav2vec2-large-xls-r-300m-hi-CV7,35.32,,
+DrishtiSharma/wav2vec2-large-xls-r-300m-hi-cv8,,36.29,
+DrishtiSharma/wav2vec2-large-xls-r-300m-hi-cv8-b2,,38.91,
+DrishtiSharma/wav2vec2-large-xls-r-300m-hi-d3,42.04,,
+DrishtiSharma/wav2vec2-large-xls-r-300m-hi-wx1,37.20,,
+Harveenchadha/hindi_base_wav2vec2,,20.87,
+Harveenchadha/hindi_large_wav2vec2,,24.85,
+Harveenchadha/hindi_model_with_lm_vakyansh,,18.99,
+LegolasTheElf/Wav2Vec2_xls_r_lm_300m_hi,34.21,,
+anuragshas/wav2vec2-xls-r-1b-hi,18.50,,
+anuragshas/wav2vec2-xls-r-1b-hi-with-lm,,15.90,
+infinitejoy/wav2vec2-large-xls-r-300m-hindi,102.15,,
+kapilkd13/xls-r-300m-hi-prod,39.21,,
+kapilkd13/xls-r-hi-test,38.18,,
+shivam/wav2vec2-xls-r-hindi,52.30,,
+reichenbach/wav2vec2-large-xls-r-300m-hi,,,60.44
+Saitomar/wav2vec2-large-xls-r-300m-hindi-kaggle,,,96.17
+yaswanth/xls-r-300m-yaswanth-hindi2,,,57.89
diff --git a/data/hsb.csv b/data/hsb.csv
new file mode 100755
index 0000000000000000000000000000000000000000..f78d1371742be5998441cced9f89620654517529
--- /dev/null
+++ b/data/hsb.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8,cv6
+DrishtiSharma/wav2vec2-large-xls-r-300m-hsb-v1,,43.93,
+DrishtiSharma/wav2vec2-large-xls-r-300m-hsb-v2,,46.54,
+DrishtiSharma/wav2vec2-large-xls-r-300m-hsb-v3,,47.64,
+comodoro/wav2vec2-xls-r-300m-west-slavic-cv8,,81.74,
+comodoro/wav2vec2-xls-r-300m-hsb-cv8,,,56.41
diff --git a/data/hu.csv b/data/hu.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ca2190d36eadc2d45e22d800b8fb718bf7609d6d
--- /dev/null
+++ b/data/hu.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8,hf_dev,hf_test
+Akashpb13/xlsr_hungarian_new,,30.12,45.55,47.15
+infinitejoy/wav2vec2-large-xls-r-300m-hungarian,30.19,,45.47,48.20
diff --git a/data/hy-AM.csv b/data/hy-AM.csv
new file mode 100755
index 0000000000000000000000000000000000000000..87daac91c792295c94c675df78164055fef66b14
--- /dev/null
+++ b/data/hy-AM.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8
+arampacha/wav2vec2-xls-r-1b-hy,,10.81
+arampacha/wav2vec2-xls-r-1b-hy-cv,,25.88
+arampacha/wav2vec2-xls-r-300m-hy,,13.19
+infinitejoy/wav2vec2-large-xls-r-300m-armenian,101.63,
diff --git a/data/ia.csv b/data/ia.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ecb2473bd75439286c5e9cbdf1b2a59ccf48d995
--- /dev/null
+++ b/data/ia.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+ayameRushia/wav2vec2-large-xls-r-300m-ia,,20.18
+sammy786/wav2vec2-xlsr-interlingua,,11.46
diff --git a/data/id.csv b/data/id.csv
new file mode 100755
index 0000000000000000000000000000000000000000..81fed3ee1b5397abf56af7baf61cf3f9afac53fa
--- /dev/null
+++ b/data/id.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,hf_dev,hf_test
+Wikidepia/wav2vec2-xls-r-300m-indonesian,,5.05,41.31,52.23
+indonesian-nlp/wav2vec2-indonesian-javanese-sundanese,4.49,,48.94,68.95
+kingabzpro/wav2vec2-large-xls-r-1b-Indonesian,,42.96,72.73,79.29
+kingabzpro/wav2vec2-large-xls-r-300m-Indonesian,100.16,,99.61,106.39
diff --git a/data/it.csv b/data/it.csv
new file mode 100755
index 0000000000000000000000000000000000000000..598aef6ef06c25263148a9e0a38bbd8406ce02df
--- /dev/null
+++ b/data/it.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8,hf_dev,hf_test
+dbdmg/wav2vec2-xls-r-1b-italian-robust,19.55,,27.51,51.12
+dbdmg/wav2vec2-xls-r-300m-italian,14.08,,22.09,38.07
+dbdmg/wav2vec2-xls-r-300m-italian-robust,12.07,,17.36,33.66
+jonatasgrosman/wav2vec2-xls-r-1b-italian,,6.75,13.78,18.34
+masapasa/xls-r-300m-it-cv8-ds13,,100.00,100.00,100.00
diff --git a/data/ja.csv b/data/ja.csv
new file mode 100755
index 0000000000000000000000000000000000000000..3014526b7dd2e735d2a3c479cde341c3a1d8f606
--- /dev/null
+++ b/data/ja.csv
@@ -0,0 +1,7 @@
+model,hf_dev,hf_test,cv7,cv8
+AndrewMcDowell/wav2vec2-xls-r-1b-japanese-hiragana-katakana,29.63,32.69,,22.27
+AndrewMcDowell/wav2vec2-xls-r-300m-japanese,30.37,34.42,,23.64
+vitouphy/wav2vec2-xls-r-300m-japanese,24.87,27.36,,27.54
+vumichien/wav2vec2-xls-r-1b-japanese,16.27,19.89,3.42,
+vutankiet2901/wav2vec2-large-xlsr-53-ja,21.11,26.02,,7.15
+vutankiet2901/wav2vec2-xls-r-1b-ja,16.43,19.48,,5.33
diff --git a/data/ka.csv b/data/ka.csv
new file mode 100755
index 0000000000000000000000000000000000000000..5778b37fe24251ddfcad0f6c0515fd41f98f46cf
--- /dev/null
+++ b/data/ka.csv
@@ -0,0 +1,4 @@
+model,hf_dev,hf_test,cv7,cv8
+arampacha/wav2vec2-xls-r-1b-ka,22.61,21.58,,7.40
+infinitejoy/wav2vec2-large-xls-r-300m-georgian,65.32,65.03,37.23,
+sammy786/wav2vec2-xlsr-georgian,75.07,74.41,,23.90
diff --git a/data/kab.csv b/data/kab.csv
new file mode 100755
index 0000000000000000000000000000000000000000..0f190480e139d996fa38407f5344328cd15cd4fd
--- /dev/null
+++ b/data/kab.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8
+Akashpb13/Kabyle_xlsr,,31.88
diff --git a/data/kk.csv b/data/kk.csv
new file mode 100755
index 0000000000000000000000000000000000000000..4515380f33a8d7fb047cc0d8cb82736f0e4f8a6e
--- /dev/null
+++ b/data/kk.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8,hf_dev,hf_test
+DrishtiSharma/wav2vec2-large-xls-r-300m-kk-with-LM,,41.70,81.57,67.09
diff --git a/data/km.csv b/data/km.csv
new file mode 100755
index 0000000000000000000000000000000000000000..968b918595d3997dd80ce442503696a24159ac92
--- /dev/null
+++ b/data/km.csv
@@ -0,0 +1,2 @@
+model,custom
+vitouphy/wav2vec2-xls-r-1b-khmer,32.13
diff --git a/data/kmr.csv b/data/kmr.csv
new file mode 100755
index 0000000000000000000000000000000000000000..473bc04d6928f37c05835a5f422ab205d39305d1
--- /dev/null
+++ b/data/kmr.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+Akashpb13/xlsr_kurmanji_kurdish,,33.07
+infinitejoy/wav2vec2-large-xls-r-300m-kurdish,102.31,
diff --git a/data/ko.csv b/data/ko.csv
new file mode 100755
index 0000000000000000000000000000000000000000..a4a806401d19a4746f063b306270145a7e89ef0e
--- /dev/null
+++ b/data/ko.csv
@@ -0,0 +1,4 @@
+model,hf_dev,hf_test
+anantoj/wav2vec2-xls-r-1b-korean,82.07,82.09
+w11wo/wav2vec2-xls-r-300m-korean,76.26,73.18
+w11wo/wav2vec2-xls-r-300m-korean-lm,68.34,66.47
diff --git a/data/ky.csv b/data/ky.csv
new file mode 100755
index 0000000000000000000000000000000000000000..5eaf04d0e21af496e8ad5b8751b65a98202e97c8
--- /dev/null
+++ b/data/ky.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8
+infinitejoy/wav2vec2-large-xls-r-300m-kyrgyz,40.52,
+lucio/xls-r-kyrgiz-cv8,,19.01
+sammy786/wav2vec2-xlsr-kyrgyz,,25.25
diff --git a/data/la.csv b/data/la.csv
new file mode 100755
index 0000000000000000000000000000000000000000..b40412f888db23114fa140a5a2730aaff31b1bc0
--- /dev/null
+++ b/data/la.csv
@@ -0,0 +1,2 @@
+model,custom
+lsb/wav2vec2-base-it-latin,39.80
diff --git a/data/lg.csv b/data/lg.csv
new file mode 100755
index 0000000000000000000000000000000000000000..74720328b3e59135c99b2fe13276f9cd44a8295e
--- /dev/null
+++ b/data/lg.csv
@@ -0,0 +1,3 @@
+model,cv6,cv7,cv8
+cahya/wav2vec2-luganda,,13.84,
+samitizerxu/wav2vec2-xls-r-300m-lg,78.89,,
diff --git a/data/lt.csv b/data/lt.csv
new file mode 100755
index 0000000000000000000000000000000000000000..bd777154916c964d3a314fcd2d8417a995473836
--- /dev/null
+++ b/data/lt.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+infinitejoy/wav2vec2-large-xls-r-300m-lithuanian,24.14,
+sammy786/wav2vec2-xlsr-lithuanian,,14.67
diff --git a/data/lv.csv b/data/lv.csv
new file mode 100755
index 0000000000000000000000000000000000000000..0b903b4923aa991b84dd44036d7a3556775e6464
--- /dev/null
+++ b/data/lv.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8,hf_dev,hf_test
+anuragshas/wav2vec2-xls-r-300m-lv-cv8-with-lm,,9.63,33.21,44.12
+infinitejoy/wav2vec2-large-xls-r-300m-latvian,16.68,,45.25,56.16
+reach-vb/wav2vec2-large-xls-r-1B-common_voice7-lv-ft,9.58,,44.33,50.89
diff --git a/data/mn.csv b/data/mn.csv
new file mode 100755
index 0000000000000000000000000000000000000000..62efe7b0182304d2063fcb36aeffa44ced9a4a33
--- /dev/null
+++ b/data/mn.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8,hf_dev,hf_test
+ayameRushia/wav2vec2-large-xls-r-300m-mn,,31.39,,
+infinitejoy/wav2vec2-large-xls-r-300m-mongolian,44.65,,76.64,78.45
+sammy786/wav2vec2-xlsr-mongolian,,32.64,91.26,91.37
diff --git a/data/mr.csv b/data/mr.csv
new file mode 100755
index 0000000000000000000000000000000000000000..a069c49620df1da8054faf93accba059f236992f
--- /dev/null
+++ b/data/mr.csv
@@ -0,0 +1,7 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-large-xls-r-300m-mr-v2,,49.38
+anuragshas/wav2vec2-large-xls-r-300m-mr,,32.81
+infinitejoy/wav2vec2-large-xls-r-300m-marathi-cv8,,55.72
+shivam/xls-r-300m-marathi,,38.23
+smangrul/xls-r-mr,,44.44
+smangrul/xls-r-mr-model,,31.05
diff --git a/data/mt.csv b/data/mt.csv
new file mode 100755
index 0000000000000000000000000000000000000000..2f6d0f447021e8dbb8079b2c25015287160552fe
--- /dev/null
+++ b/data/mt.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8,cv6
+DrishtiSharma/wav2vec2-xls-r-300m-mt-o1,,23.78,
+RuudVelo/wav2vec2-large-xls-r-1b-cv8-mt,,17.57,
+RuudVelo/wav2vec2-large-xls-r-1b-cv8-mt-lm,,15.88,
+anuragshas/wav2vec2-xls-r-300m-mt-cv8-with-lm,,15.97,
+infinitejoy/wav2vec2-large-xls-r-300m-maltese,23.50,,
\ No newline at end of file
diff --git a/data/myv.csv b/data/myv.csv
new file mode 100755
index 0000000000000000000000000000000000000000..13b213e7251bf505dd6d7882670aa43b767d50f3
--- /dev/null
+++ b/data/myv.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-large-xls-r-300m-myv-v1,,59.95
+DrishtiSharma/wav2vec2-xls-r-myv-a1,,65.15
diff --git a/data/nb-NO.csv b/data/nb-NO.csv
new file mode 100755
index 0000000000000000000000000000000000000000..b3c5dfb0f75d9cdb10ad68d7a19af4212a458ba0
--- /dev/null
+++ b/data/nb-NO.csv
@@ -0,0 +1,7 @@
+model,custom
+NbAiLab/XLSR-300M-bokmaal,7.7
+NbAiLab/wav2vec2-large-voxrex-npsc-bokmaal,7.03
+NbAiLab/wav2vec2-xls-r-1b-npsc-bokmaal,7.9
+NbAiLab/wav2vec2-xls-r-1b-npsc-bokmaal-low-27k,6.33
+NbAiLab/wav2vec2-xls-r-300m-npsc-bokmaal,7.56
+NbAiLab/wav2vec2-xlsr-300M-NPSC-LM,15.40
diff --git a/data/ne.csv b/data/ne.csv
new file mode 100755
index 0000000000000000000000000000000000000000..cd59f23076df9bf181322eee1c37b8af1e5abf00
--- /dev/null
+++ b/data/ne.csv
@@ -0,0 +1,4 @@
+model,custom
+Mahalakshmi/wav2vec2-large-xlsr-53-demo-colab,25.02
+prajin/wav2vec2-large-xlsr-300m-nepali,25.02
+prajin/wav2vec2-large-xlsr-53-nepali-test,67.83
diff --git a/data/nl.csv b/data/nl.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ee73d05f59c8eff58caaf66d6bee4ac4aefb1ff8
--- /dev/null
+++ b/data/nl.csv
@@ -0,0 +1,12 @@
+model,cv7,cv8,hf_dev,hf_test,cv6
+FremyCompany/xls-r-2b-nl-v2_lm-5gram-os,,4.06,17.52,16.32,
+FremyCompany/xls-r-2b-nl-v2_lm-5gram-os2_hunspell,,3.93,16.86,15.81,
+FremyCompany/xls-r-nl-v1-cv8-lm,,6.08,20.07,19.71,
+Iskaj/xlsr300m_cv_7.0_nl_lm,,15.69,37.44,38.74,
+Iskaj/xlsr300m_cv_8.0_nl,,18.22,42.12,42.56,
+Iskaj/xlsr_300m_CV_8.0_50_EP_new_params_nl,,16.16,37.17,38.73,
+RuudVelo/wav2vec2-large-xls-r-1b-nl,,11.12,31.23,32.17,
+RuudVelo/wav2vec2-large-xls-r-1b-nl-lm,,9.74,26.47,27.67,
+RuudVelo/wav2vec2-large-xls-r-300m-cv8-nl,,14.53,32.75,35.19,
+jonatasgrosman/wav2vec2-xls-r-1b-dutch,,6.83,21.52,20.41,
+RuudVelo/wav2vec2-large-xls-r-300m-nl,,,35.47,37.19,17.58
\ No newline at end of file
diff --git a/data/nn-NO.csv b/data/nn-NO.csv
new file mode 100755
index 0000000000000000000000000000000000000000..3433549bdc5784e869120d303a74bc7e5e594d68
--- /dev/null
+++ b/data/nn-NO.csv
@@ -0,0 +1,4 @@
+model,custom
+NbAiLab/XLSR-300M-nynorsk,12.14
+NbAiLab/wav2vec2-large-voxrex-npsc-nynorsk,12.22
+NbAiLab/wav2vec2-xlsr-1B-NPSC-NN,13.35
diff --git a/data/or.csv b/data/or.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ea6e87f870fc60032d144aeea1f9ecea8ef79d28
--- /dev/null
+++ b/data/or.csv
@@ -0,0 +1,6 @@
+model,cv7,cv8,cv6
+DrishtiSharma/wav2vec2-large-xls-r-300m-or-d5,,57.91,
+DrishtiSharma/wav2vec2-large-xls-r-300m-or-dx12,,,53.37
+Harveenchadha/odia_large_wav2vec2,,55.26,
+anuragshas/wav2vec2-large-xls-r-300m-or,47.19,,
+infinitejoy/wav2vec2-large-xls-r-300m-odia,109.21,,
diff --git a/data/pa-IN.csv b/data/pa-IN.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ac6bf2326f454d5d2897bdf9722beba692292a20
--- /dev/null
+++ b/data/pa-IN.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,cv6
+DrishtiSharma/wav2vec2-xls-r-300m-pa-IN-r5,,41.87,
+anuragshas/wav2vec2-large-xls-r-300m-pa-in,45.61,,
+kingabzpro/wav2vec2-large-xlsr-53-punjabi,,36.03,
+reichenbach/wav2vec2-large-xls-r-300m-pa-in,,,75.89
diff --git a/data/pl.csv b/data/pl.csv
new file mode 100755
index 0000000000000000000000000000000000000000..e836c874537d24fd6ddaab62b6ac564cf8a471b3
--- /dev/null
+++ b/data/pl.csv
@@ -0,0 +1,4 @@
+model,hf_dev,hf_test,cv7,cv8
+comodoro/wav2vec2-xls-r-300m-pl-cv8,38.97,46.05,,17.00
+comodoro/wav2vec2-xls-r-300m-west-slavic-cv8,65.30,72.00,,60.22
+jonatasgrosman/wav2vec2-xls-r-1b-polish,19.22,22.77,,7.33
diff --git a/data/pt.csv b/data/pt.csv
new file mode 100755
index 0000000000000000000000000000000000000000..53a3d2cbf94f0002acf0ee063e530b6476a64251
--- /dev/null
+++ b/data/pt.csv
@@ -0,0 +1,10 @@
+model,cv7,cv8,hf_dev,hf_test,cv6
+AlexN/xls-r-300m-pt,,19.36,48.01,49.21,
+jonatasgrosman/wav2vec2-xls-r-1b-portuguese,,6.04,17.28,18.80,
+lgris/sew-tiny-portuguese-cv7,26.98,,47.30,49.83,
+lgris/sew-tiny-portuguese-cv8,,31.97,53.18,55.23,
+lgris/wav2vec2-xls-r-1b-cv8,,17.70,45.29,48.03,
+lgris/wav2vec2-xls-r-pt-cv7-from-bp400h,12.13,,26.58,26.86,
+lgris/wav2vec2_base_10k_8khz_pt_cv7_2,21.03,,37.15,38.95,
+lgris/sew-tiny-portuguese-cv,,,57.17,61.3,30.03
+lgris/wav2vec2-large-xls-r-300m-pt-cv,,,47.88,50.78,17.21
diff --git a/data/rm-sursilv.csv b/data/rm-sursilv.csv
new file mode 100755
index 0000000000000000000000000000000000000000..a763bbfedaf78aa44d47da9db85c599649431610
--- /dev/null
+++ b/data/rm-sursilv.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-xls-r-300m-rm-sursilv-d11,,24.09
+infinitejoy/wav2vec2-large-xls-r-300m-romansh-sursilvan,19.82,
+sammy786/wav2vec2-xlsr-romansh_sursilvan,,13.83
diff --git a/data/rm-vallader.csv b/data/rm-vallader.csv
new file mode 100755
index 0000000000000000000000000000000000000000..03560d797f6045dd5eef731674824e57d22c4f3b
--- /dev/null
+++ b/data/rm-vallader.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-xls-r-300m-rm-vallader-d1,,26.47
+infinitejoy/wav2vec2-large-xls-r-300m-romansh-vallader,31.79,
+sammy786/wav2vec2-xlsr-romansh_vallader,,28.59
diff --git a/data/ro.csv b/data/ro.csv
new file mode 100755
index 0000000000000000000000000000000000000000..d4d70f85be716199f2eda1c647eff9b9d7481f2a
--- /dev/null
+++ b/data/ro.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,hf_dev,hf_test
+gigant/romanian-wav2vec2,,7.32,38.63,43.23
+gigant/wav2vec2-ro-300M,,17.28,54.63,57.45
+infinitejoy/wav2vec2-large-xls-r-300m-romanian,12.08,,40.87,47.20
+ubamba98/wav2vec2-xls-r-1b-ro,99.99,,99.98,99.99
diff --git a/data/ru.csv b/data/ru.csv
new file mode 100755
index 0000000000000000000000000000000000000000..a33186bd8c78ebfe56be31f4e09dc55c5f00087a
--- /dev/null
+++ b/data/ru.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,hf_dev,hf_test,cv6
+RASMUS/wav2vec2-xlsr-1b-ru,,10.83,35.56,31.89,
+jonatasgrosman/wav2vec2-xls-r-1b-russian,,7.08,13.85,14.23,
+mobedkova/wav2vec2-large-xls-r-300m-ru-test,27.81,,44.64,42.51,
+emre/wav2vec2-xls-r-300m-Russian-small,,,58.25,56.83,38.05
diff --git a/data/sah.csv b/data/sah.csv
new file mode 100755
index 0000000000000000000000000000000000000000..8d85bc1e989729ec7a0b9a883e43b967fa747f8c
--- /dev/null
+++ b/data/sah.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8
+infinitejoy/wav2vec2-large-xls-r-300m-sakha,44.20,
+sammy786/wav2vec2-xlsr-sakha,,36.15
+emre/wav2vec2-large-xlsr-53-sah-CV8,,43.75
\ No newline at end of file
diff --git a/data/sat.csv b/data/sat.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ba137fd8d0b0669bcc7c463beec3386e6b84bc8a
--- /dev/null
+++ b/data/sat.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-large-xls-r-300m-sat-a3,,35.74
+DrishtiSharma/wav2vec2-large-xls-r-300m-sat-final,,34.94
diff --git a/data/sk.csv b/data/sk.csv
new file mode 100755
index 0000000000000000000000000000000000000000..45f9fd169f8a3ab8b1a6aef967b60381cac654f2
--- /dev/null
+++ b/data/sk.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,hf_dev,hf_test
+anuragshas/wav2vec2-xls-r-300m-sk-cv8-with-lm,,18.61,38.04,44.10
+comodoro/wav2vec2-xls-r-300m-sk-cv8,,49.60,81.70,80.26
+comodoro/wav2vec2-xls-r-300m-west-slavic-cv8,,69.62,88.37,89.08
+infinitejoy/wav2vec2-large-xls-r-300m-slovak,24.85,,56.39,59.25
diff --git a/data/sl.csv b/data/sl.csv
new file mode 100755
index 0000000000000000000000000000000000000000..57b2778a62d114dea3bb4f54d7649ac0acc92b75
--- /dev/null
+++ b/data/sl.csv
@@ -0,0 +1,9 @@
+model,cv7,cv8,hf_dev,hf_test
+DrishtiSharma/wav2vec2-large-xls-r-300m-sl-with-LM-v1,,13.48,45.50,46.17
+DrishtiSharma/wav2vec2-large-xls-r-300m-sl-with-LM-v2,,14.55,46.45,46.69
+DrishtiSharma/wav2vec2-xls-r-sl-a1,,20.63,54.06,55.24
+DrishtiSharma/wav2vec2-xls-r-sl-a2,,21.70,56.07,56.19
+anuragshas/wav2vec2-xls-r-300m-sl-cv8-with-lm,,12.74,43.34,45.42
+comodoro/wav2vec2-xls-r-300m-west-slavic-cv8,,73.15,87.69,87.89
+infinitejoy/wav2vec2-large-xls-r-300m-slovenian,18.97,,55.05,54.81
+reach-vb/wav2vec2-large-xls-r-1B-common_voice-sl-ft,13.59,,62.71,62.34
diff --git a/data/sr.csv b/data/sr.csv
new file mode 100755
index 0000000000000000000000000000000000000000..c43d256033df2b680407acf74548e7c2e45cbd5b
--- /dev/null
+++ b/data/sr.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8,hf_dev,hf_test
+DrishtiSharma/wav2vec2-large-xls-r-300m-sr-v20,,33.13,95.38,95.14
+DrishtiSharma/wav2vec2-large-xls-r-300m-sr-v4,,30.33,94.87,94.53
+comodoro/wav2vec2-xls-r-300m-sr-cv8,,48.53,97.43,96.69
diff --git a/data/sv-SE.csv b/data/sv-SE.csv
new file mode 100755
index 0000000000000000000000000000000000000000..5859c03fe60883e770b27ac11fe6c28c5307752d
--- /dev/null
+++ b/data/sv-SE.csv
@@ -0,0 +1,7 @@
+model,cv7,cv8
+kingabzpro/wav2vec2-large-xls-r-1b-Swedish,,13.06
+kingabzpro/wav2vec2-large-xls-r-300m-Swedish,,22.30
+marinone94/xls-r-300m-sv-robust,,8.66
+masapasa/xls-r-300m-sv-cv8,,102.43
+patrickvonplaten/xls-r-300-sv-cv7,15.99,
+patrickvonplaten/xls-r-300m-sv-cv8,,17.33
diff --git a/data/sw.csv b/data/sw.csv
new file mode 100755
index 0000000000000000000000000000000000000000..7560cc8ac7056be52072d098ee0831c55af47e5e
--- /dev/null
+++ b/data/sw.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8
+Akashpb13/Swahili_xlsr,,11.23
diff --git a/data/te.csv b/data/te.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ccbd89d9fe48568ba0313516457ffcce81238493
--- /dev/null
+++ b/data/te.csv
@@ -0,0 +1,4 @@
+model,custom
+chmanoj/xls-r-1B-te,20.62
+chmanoj/xls-r-2B-te,51.0
+chmanoj/xls-r-300m-te,24.70
diff --git a/data/th.csv b/data/th.csv
new file mode 100755
index 0000000000000000000000000000000000000000..c034c28b9c751cee3911e4482de3314822c4c1ef
--- /dev/null
+++ b/data/th.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8
+airesearch/wav2vec2-large-xlsr-53-th,0.95,
diff --git a/data/tr.csv b/data/tr.csv
new file mode 100755
index 0000000000000000000000000000000000000000..0cd354eb067bfcd4329bffd2536ceeb884057310
--- /dev/null
+++ b/data/tr.csv
@@ -0,0 +1,5 @@
+model,hf_dev,hf_test,cv7,cv8,cv6
+cahya/wav2vec2-base-turkish,26.35,33.62,8.15,,
+mpoyraz/wav2vec2-xls-r-300m-cv7-turkish,27.98,32.09,8.62,,
+mpoyraz/wav2vec2-xls-r-300m-cv8-turkish,34.42,40.91,,10.61,
+mpoyraz/wav2vec2-xls-r-300m-cv6-turkish,29.86,34.86,,,8.87
\ No newline at end of file
diff --git a/data/tt.csv b/data/tt.csv
new file mode 100755
index 0000000000000000000000000000000000000000..81726a6fbae70d6d304593b881ade3c8f29c5765
--- /dev/null
+++ b/data/tt.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8
+infinitejoy/wav2vec2-large-xls-r-300m-tatar,24.39,
+kingabzpro/wav2vec2-large-xls-r-300m-Tatar,,38.67
+sammy786/wav2vec2-xlsr-tatar,,16.88
diff --git a/data/ug.csv b/data/ug.csv
new file mode 100755
index 0000000000000000000000000000000000000000..56a7c289770bef3814da92bb9c926abf79cf7542
--- /dev/null
+++ b/data/ug.csv
@@ -0,0 +1,3 @@
+model,cv7,cv8
+lucio/xls-r-uyghur-cv7,25.85,
+lucio/xls-r-uyghur-cv8,,30.50
diff --git a/data/uk.csv b/data/uk.csv
new file mode 100755
index 0000000000000000000000000000000000000000..e26b46017eca0ed97624a9c31927b437cacd603c
--- /dev/null
+++ b/data/uk.csv
@@ -0,0 +1,4 @@
+model,cv7,cv8,hf_dev,hf_test
+Yehor/wav2vec2-xls-r-1b-uk-with-lm,13.93,,48.72,40.66
+arampacha/wav2vec2-xls-r-1b-uk,,10.40,40.57,28.95
+arampacha/wav2vec2-xls-r-1b-uk-cv,,12.25,46.56,35.98
diff --git a/data/ur.csv b/data/ur.csv
new file mode 100755
index 0000000000000000000000000000000000000000..1d10b2661661ade2251ffcef39d17ea346f8ce70
--- /dev/null
+++ b/data/ur.csv
@@ -0,0 +1,11 @@
+model,cv7,cv8
+HarrisDePerceptron/xls-r-1b-ur,,44.13
+HarrisDePerceptron/xls-r-300m-ur,,47.38
+HarrisDePerceptron/xlsr-large-53-ur,,62.47
+Maniac/wav2vec2-xls-r-urdu,,67.48
+anuragshas/wav2vec2-large-xls-r-300m-ur-cv8,,42.38
+infinitejoy/wav2vec2-large-xls-r-300m-urdu,106.41,
+kingabzpro/wav2vec2-60-Urdu-V8,,44.67
+kingabzpro/wav2vec2-60-urdu,52.84,
+kingabzpro/wav2vec2-large-xls-r-300m-Urdu,,39.90
+kingabzpro/wav2vec2-urdu,52.40,
diff --git a/data/uz.csv b/data/uz.csv
new file mode 100755
index 0000000000000000000000000000000000000000..5abac11aa27897f6f53705eb4467f83511752cb6
--- /dev/null
+++ b/data/uz.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8
+lucio/xls-r-uzbek-cv8,,32.88
diff --git a/data/vi.csv b/data/vi.csv
new file mode 100755
index 0000000000000000000000000000000000000000..1cb71dbe74fea488c8fe0c17b1ce1e1a7b818926
--- /dev/null
+++ b/data/vi.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8
+geninhu/xls-asr-vi-40h,56.57,
diff --git a/data/vot.csv b/data/vot.csv
new file mode 100755
index 0000000000000000000000000000000000000000..c05f7401fbcc1cf0becfaa9bd0aa95be0e720a4f
--- /dev/null
+++ b/data/vot.csv
@@ -0,0 +1,2 @@
+model,cv7,cv8
+DrishtiSharma/wav2vec2-large-xls-r-300m-vot-final-a2,,83.33
diff --git a/data/zh-CN.csv b/data/zh-CN.csv
new file mode 100755
index 0000000000000000000000000000000000000000..c517a01f1f851c541cfd7f8442a2c91cd32212d0
--- /dev/null
+++ b/data/zh-CN.csv
@@ -0,0 +1,3 @@
+model,cv6,cv7,cv8,hf_dev,hf_test
+anantoj/wav2vec2-xls-r-300m-zh-CN,24.49,,,66.22,37.51
+samitizerxu/wav2vec2-xls-r-300m-zh-CN,,40.11,,69.10,43.08
diff --git a/data/zh-HK.csv b/data/zh-HK.csv
new file mode 100755
index 0000000000000000000000000000000000000000..de2dad5931c8361ff09d3aee76b89bf93357063b
--- /dev/null
+++ b/data/zh-HK.csv
@@ -0,0 +1,5 @@
+model,cv7,cv8,hf_dev,hf_test,cv6
+ivanlau/wav2vec2-large-xls-r-300m-cantonese,,21.58,61.81,61.55,
+w11wo/wav2vec2-xls-r-300m-zh-HK-lm-v2,,,56.56,55.76,16.4
+w11wo/wav2vec2-xls-r-300m-zh-HK-lm-v3,,,56.55,55.77,16.38
+w11wo/wav2vec2-xls-r-300m-zh-HK-v2,,,56.36,55.11,16.4
diff --git a/logo.png b/logo.png
new file mode 100644
index 0000000000000000000000000000000000000000..69317df75089e9bed6163188df80aecfa1510b25
Binary files /dev/null and b/logo.png differ
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1411a4a0b5ab886adfb744e685d150151ab10023
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1 @@
+pandas
\ No newline at end of file