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Running
arunasrivastava
commited on
Commit
·
a5a6781
1
Parent(s):
3a023fb
without eval library
Browse files- app.py +2 -2
- queue/leaderboard.json +10 -0
- queue/results.json +46 -0
- queue/tasks.json +1 -1
app.py
CHANGED
@@ -36,7 +36,7 @@ def format_leaderboard_df(df):
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"Model": df["model"],
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"Average PER ⬇️": df["average_per"].apply(lambda x: f"{x:.4f}"),
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"Average PWED ⬇️": df["average_pwed"].apply(lambda x: f"{x:.4f}"),
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-
"
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"Submission Date": pd.to_datetime(df["submission_date"]).dt.strftime("%Y-%m-%d")
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})
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@@ -152,7 +152,7 @@ with gr.Blocks(css="""
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gr.Markdown("""
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## Explanation of Metrics
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- **PER (Phoneme Error Rate)**: The Levenshtein distance calculated between phoneme sequences of the predicted and actual transcriptions.
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-
- **PWED (Phoneme Weighted Edit Distance)**:
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""")
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gr.Markdown("""
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## Test Set Information
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"Model": df["model"],
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"Average PER ⬇️": df["average_per"].apply(lambda x: f"{x:.4f}"),
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"Average PWED ⬇️": df["average_pwed"].apply(lambda x: f"{x:.4f}"),
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"Link": df["github_url"].apply(lambda x: f'<a href="{x}" target="_blank">Repository</a>' if x else "N/A"),
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"Submission Date": pd.to_datetime(df["submission_date"]).dt.strftime("%Y-%m-%d")
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})
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gr.Markdown("""
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## Explanation of Metrics
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- **PER (Phoneme Error Rate)**: The Levenshtein distance calculated between phoneme sequences of the predicted and actual transcriptions.
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+
- **PWED (Phoneme Weighted Edit Distance)**: Edit distance between the predicted and actual phoneme sequences, weighted by the phonemic feature distance. Method provided by [panphon library](https://github.com/dmort27/panphon)
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""")
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gr.Markdown("""
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## Test Set Information
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queue/leaderboard.json
CHANGED
@@ -178,5 +178,15 @@
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"subset": "test",
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"github_url": "https://huggingface.co/speech31/wav2vec2-large-TIMIT-IPA2",
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"submission_date": "2024-12-20T22:50:50.645178"
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}
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]
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"subset": "test",
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"github_url": "https://huggingface.co/speech31/wav2vec2-large-TIMIT-IPA2",
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"submission_date": "2024-12-20T22:50:50.645178"
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},
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{
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"submission_id": "4126d265-418f-4d11-8a29-4e69f064f1dd",
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"submission_name": "ginic model, facebook/wav2vec2-large-xlsr-53 fine tuned",
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"model": "ginic/vary_individuals_young_only_3_wav2vec2-large-xlsr-buckeye-ipa",
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"average_per": 0.2807914104790719,
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"average_pwed": 0.10494355278037441,
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"subset": "test",
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"github_url": "https://huggingface.co/ginic/vary_individuals_young_only_3_wav2vec2-large-xlsr-buckeye-ipa",
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"submission_date": "2024-12-21T01:31:04.862397"
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}
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]
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queue/results.json
CHANGED
@@ -964,5 +964,51 @@
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}
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],
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"timestamp": "2024-12-20T22:50:50.641790"
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}
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]
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}
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],
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"timestamp": "2024-12-20T22:50:50.641790"
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},
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{
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"task_id": "81fa94f8-94ae-4601-952c-24abaddaf691",
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"model": "ginic/vary_individuals_young_only_3_wav2vec2-large-xlsr-buckeye-ipa",
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"subset": "test",
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"num_files": 1680,
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"average_per": 0.2807914104790719,
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"average_pwed": 0.10494355278037441,
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"detailed_results": [
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{
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"file": "data/TEST/DR1/FAKS0/SA1.WAV",
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"ground_truth": "ʃihædjɹdɑɹksuɾɪŋgɹisiwɑʃwɑɾɹʔɔljiɹ",
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"prediction": "ʃihædjɹdɑɹksuɾɪnɡɹisiwɔʃwɔɾɹ̩ɔljiɹ",
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"per": 0.18181818181818182,
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"pwed": 0.0744949494949495
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},
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{
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"file": "data/TEST/DR1/FAKS0/SA2.WAV",
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"ground_truth": "oʊnæsmitikɛɹiinɔɪliɹæglaɪkðæt",
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"prediction": "doʊndæskmidɪkæɹiɪnɔɪliɹæɡlaɪkðæʔ",
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"per": 0.32142857142857145,
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"pwed": 0.140625
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},
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{
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"file": "data/TEST/DR1/FAKS0/SI1573.WAV",
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"ground_truth": "hɪzkæpinwəsθɪnænhægɹdinɪzbjuɾuflbutswɹwɔɹninʃæbi",
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"prediction": "hɪzkæptʌnwʌzθɪnɛnhæɡɹ̩dɛnɪzbjuɾʌfl̩butswɹ̩wɔɹnɪnʃæbi",
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"per": 0.2553191489361702,
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"pwed": 0.05357142857142856
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},
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{
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"file": "data/TEST/DR1/FAKS0/SI2203.WAV",
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"ground_truth": "ðiɹizənzfɹðɪsdaɪvsimdfuliʃnaʊ",
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"prediction": "ðʌɹizʌn̩zfɹðʌstaɪvsimtfulɪʃnaʊ",
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"per": 0.2413793103448276,
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"pwed": 0.014367816091954023
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},
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{
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"file": "data/TEST/DR1/FAKS0/SI943.WAV",
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"ground_truth": "ɹdʌkʃinmeɪfɔlfɑɹbəloʊəkspikeɪʃnts",
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"prediction": "pɹʌdʌkʃn̩meɪfɔlfɑɹbʌloʊɛkspɛkteɪʃʌns",
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"per": 0.30303030303030304,
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"pwed": 0.12023809523809523
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}
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],
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"timestamp": "2024-12-21T01:31:04.859070"
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}
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]
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queue/tasks.json
CHANGED
@@ -251,7 +251,7 @@
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"subset": "test",
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"submission_name": "ginic model, facebook/wav2vec2-large-xlsr-53 fine tuned",
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"github_url": "https://huggingface.co/ginic/vary_individuals_young_only_3_wav2vec2-large-xlsr-buckeye-ipa",
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"status": "
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"submitted_at": "2024-12-21T01:15:41.870875"
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}
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]
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"subset": "test",
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"submission_name": "ginic model, facebook/wav2vec2-large-xlsr-53 fine tuned",
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"github_url": "https://huggingface.co/ginic/vary_individuals_young_only_3_wav2vec2-large-xlsr-buckeye-ipa",
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"status": "completed",
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"submitted_at": "2024-12-21T01:15:41.870875"
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}
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]
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