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jimregan
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psst-partial-timit

Automatic Speech Recognition
Transformers
PyTorch
Safetensors
English
wav2vec2
Inference Endpoints
Model card Files Community
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complete table

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  1. README.md +28 -25
README.md CHANGED
@@ -7,34 +7,37 @@ tags:
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  ---
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  | | **n-gram** | **FER** | **PER** | **Tag** |
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- | :----------------------------- | :--------- | :--------- | :--------- |
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- | Baseline + TIMIT | – | **10\.2%** | 22\.5% |
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  | All silences | 4 | 10\.5% | 23\.0% | lm-allsil.4 |
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  | | 5 | 10\.5% | 22\.6% | lm-allsil.5 |
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  | | 6 | 10\.3% | 22\.3% | lm-allsil.6 |
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  | No silences | 4 | 10\.3% | 22\.6% | lm-nosil.4 |
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  | | 5 | **10\.2%** | 22\.2% | lm-nosil.5 |
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  | | 6 | **10\.2%** | 22\.4% | lm-nosil.6 |
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- | PSST and TIMIT without silence | | | |
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- | CMUdict-end | 4 | 10\.3% | 22\.6% |
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- | | 5 | **10\.2%** | **22\.1%** |
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- | | 6 | **10\.2%** | 22\.3% |
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- | CMUdict-start | 4 | 10\.4% | 22\.6% |
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- | | 5 | 10\.3% | 22\.4% |
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- | | 6 | 10\.3% | 22\.3% |
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- | CMUdict-both | 4 | 10\.4% | 22\.7% |
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- | | 5 | 10\.4% | 22\.3% |
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- | | 6 | 10\.3% | 22\.3% |
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- | Unmodified PSST and TIMIT | | | |
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- | Unmodified CMUdict | 4 | 10\.3% | 22\.8% |
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- | | 5 | 10\.3% | 22\.4% |
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- | | 6 | **10\.2%** | 22\.4% |
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- | CMUdict-end | 4 | 10\.3% | 22\.7% |
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- | | 5 | **10\.2%** | 22\.2% |
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- | | 6 | **10\.2%** | 22\.3% |
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- | CMUdict-start | 4 | 10\.5% | 22\.8% |
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- | | 5 | 10\.4% | 22\.5% |
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- | | 6 | 10\.3% | 22\.4% |
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- | CMUdict-both | 4 | 10\.5% | 22\.8% |
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- | | 5 | 10\.4% | 22\.4% |
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- | | 6 | 10\.4% | 22\.4% |
 
 
 
 
7
  ---
8
 
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  | | **n-gram** | **FER** | **PER** | **Tag** |
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+ | :----------------------------- | :--------- | :--------- | :--------- | :--------- |
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+ | Baseline + TIMIT | --- | **10\.2%** | 22\.5% | huggingface-unaugmented |
12
  | All silences | 4 | 10\.5% | 23\.0% | lm-allsil.4 |
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  | | 5 | 10\.5% | 22\.6% | lm-allsil.5 |
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  | | 6 | 10\.3% | 22\.3% | lm-allsil.6 |
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  | No silences | 4 | 10\.3% | 22\.6% | lm-nosil.4 |
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  | | 5 | **10\.2%** | 22\.2% | lm-nosil.5 |
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  | | 6 | **10\.2%** | 22\.4% | lm-nosil.6 |
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+ | PSST and TIMIT without silence | | | | |
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+ | Unmodified CMUdict | 4 | 10\.3% | 22\.6% | lm-nosil-cmudict-nosil.4 |
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+ | | 5 | 10\.2% | 22\.2% | lm-nosil-cmudict-nosil.5 |
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+ | | 6 | **10\.2%** | 22\.4% | lm-nosil-cmudict-nosil.6 |
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+ | CMUdict-end | 4 | 10\.3% | 22\.6% | lm-nosil-cmudict-sile.4 |
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+ | | 5 | **10\.2%** | **22\.1%** | lm-nosil-cmudict-sile.5 |
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+ | | 6 | **10\.2%** | 22\.3% | lm-nosil-cmudict-sile.6 |
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+ | CMUdict-start | 4 | 10\.4% | 22\.6% | lm-nosil-cmudict-sils.4 |
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+ | | 5 | 10\.3% | 22\.4% | lm-nosil-cmudict-sils.5 |
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+ | | 6 | 10\.3% | 22\.3% | lm-nosil-cmudict-sils.6 |
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+ | CMUdict-both | 4 | 10\.4% | 22\.7% | lm-nosil-cmudict-silb.4 |
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+ | | 5 | 10\.4% | 22\.3% | lm-nosil-cmudict-silb.5 |
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+ | | 6 | 10\.3% | 22\.3% | lm-nosil-cmudict-silb.6 |
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+ | Unmodified PSST and TIMIT | | | | |
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+ | Unmodified CMUdict | 4 | 10\.3% | 22\.8% | lm-orig-cmudict-nosil.4 |
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+ | | 5 | 10\.3% | 22\.4% | lm-orig-cmudict-nosil.5 |
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+ | | 6 | **10\.2%** | 22\.4% | lm-orig-cmudict-nosil.6 |
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+ | CMUdict-end | 4 | 10\.3% | 22\.7% | lm-orig-cmudict-sile.4 |
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+ | | 5 | **10\.2%** | 22\.2% | lm-orig-cmudict-sile.5 |
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+ | | 6 | **10\.2%** | 22\.3% | lm-orig-cmudict-sile.6 |
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+ | CMUdict-start | 4 | 10\.5% | 22\.8% | lm-orig-cmudict-sils.4 |
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+ | | 5 | 10\.4% | 22\.5% | lm-orig-cmudict-sils.5 |
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+ | | 6 | 10\.3% | 22\.4% | lm-orig-cmudict-sils.6 |
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+ | CMUdict-both | 4 | 10\.5% | 22\.8% | lm-orig-cmudict-silb.4 |
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+ | | 5 | 10\.4% | 22\.4% | lm-orig-cmudict-silb.5 |
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+ | | 6 | 10\.4% | 22\.4% | lm-orig-cmudict-silb.6 |