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TDT blog: adding leaderboard screenshot #8292

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merged 21 commits into from
Feb 1, 2024

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hainan-xv
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@hainan-xv hainan-xv commented Jan 31, 2024

What does this PR do ?

TDT blog: adding leaderboard screenshot
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Ubuntu and others added 18 commits January 29, 2024 09:38
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
To put things in perspective, our Parakeet-TDT model with 1.1 billion parameters outperforms similar-sized Parakeet-RNNT-1.1b in accuracy, as measured as the average performance among 9 benchmarks on the [HuggingFace Leaderboard](https://huggingface.co/spaces/hf-audio/open_asr_leaderboard). Notably, Parakeet-TDT is the first model to achieve an average WER below 7.0 on the leaderboard. Additionally, it achieves an impressive real-time factor (RTF) of 8.8e-3, 64% faster than Parakeet-RNNT-1.1b's RTF of 14.4e-3. Remarkably, Parakeet-TDT's RTF is even 40% faster than Parakeet-RNNT-0.6b (RTF 12.3), despite the latter having about half the model size.

<figure markdown>
![HuggingFace Leaderboard](leaderboard_01312024.png)
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Don't embed image into the commit, follow the instruction in the readme to upload the image into NeMo release

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LGTM

Signed-off-by: Hainan Xu <[email protected]>
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titu1994 commented Feb 1, 2024

Wait the URL is wrong for the image. Please fix it by uploading to latest release - 1.22

Signed-off-by: Hainan Xu <[email protected]>
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Thanks !

@titu1994 titu1994 merged commit 776184a into NVIDIA:gh-pages-src Feb 1, 2024
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3 participants