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Added Additional Results
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lucacoma authored Feb 9, 2024
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Expand Up @@ -13,19 +13,19 @@ title: Interpreting end-to-end deep learning models for speech source localizat

In the following, for each environmental condition considered we will report feature results related to the best and worst performing sources for both LocCNN and SampleCNN

### T60 0.15 s SNR 25 dB
## T60 0.15 s SNR 25 dB

#### SampleCNN
* #### Best performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_25_T60_0.15_error_min.png)

Relevance audio signal
Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_25_T60_0.15_error_min.wav">
Your browser does not support the audio element.
</audio>

Microphone audio signal
Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_25_T60_0.15_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
Expand All @@ -34,13 +34,13 @@ Your browser does not support the audio element.
* #### Worst performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_25_T60_0.15_error_max.png)

Relevance audio signal
Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_25_T60_0.15_error_max.wav">
Your browser does not support the audio element.
</audio>

Microphone audio signal
Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_25_T60_0.15_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
Expand All @@ -50,13 +50,13 @@ Your browser does not support the audio element.
* #### Best performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_25_T60_0.15_error_min.png)

Relevance audio signal
Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_25_T60_0.15_error_min.wav">
Your browser does not support the audio element.
</audio>

Microphone audio signal
Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_25_T60_0.15_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
Expand All @@ -65,15 +65,214 @@ Your browser does not support the audio element.
* #### Worst performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_25_T60_0.15_error_max.png)

Relevance audio signal
Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_25_T60_0.15_error_max.wav">
Your browser does not support the audio element.
</audio>

Microphone audio signal
Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_25_T60_0.15_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>



## T60 0.3 s SNR 20 dB

#### SampleCNN
* #### Best performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_20_T60_0.3_error_min.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_20_T60_0.3_error_min.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_20_T60_0.3_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

* #### Worst performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_20_T60_0.3_error_max.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_20_T60_0.3_error_max.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_20_T60_0.3_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

#### LocCNN
* #### Best performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_20_T60_0.3_error_min.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_20_T60_0.3_error_min.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_20_T60_0.3_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

* #### Worst performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_20_T60_0.3_error_max.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_20_T60_0.3_error_max.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_20_T60_0.3_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>



## T60 0.4 s SNR 15 dB

#### SampleCNN
* #### Best performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_15_T60_0.4_error_min.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_15_T60_0.4_error_min.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_15_T60_0.4_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

* #### Worst performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_15_T60_0.4_error_max.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_15_T60_0.4_error_max.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_15_T60_0.4_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

#### LocCNN
* #### Best performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_15_T60_0.4_error_min.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_15_T60_0.4_error_min.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_15_T60_0.4_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

* #### Worst performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_15_T60_0.4_error_max.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_15_T60_0.4_error_max.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_15_T60_0.4_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>


## T60 0.6 s SNR 10 dB

#### SampleCNN
* #### Best performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_10_T60_0.6_error_min.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_10_T60_0.6_error_min.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_10_T60_0.6_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

* #### Worst performing
![Image](figures/ex_gcc_relevance_sample_cnn_SNR_10_T60_0.6_error_max.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_sample_cnn_SNR_10_T60_0.6_error_max.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_sample_cnn_SNR_10_T60_0.6_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

#### LocCNN
* #### Best performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_10_T60_0.6_error_min.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_10_T60_0.6_error_min.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_10_T60_0.6_error_min.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>

* #### Worst performing
![Image](figures/ex_gcc_relevance_loc_cnn_SNR_10_T60_0.6_error_max.png)

Microphone audio signal
<audio controls>
<source src="figures/audio_microphone_loc_cnn_SNR_10_T60_0.6_error_max.wav">
Your browser does not support the audio element.
</audio>

Relevance audio signal
<audio controls>
<source src="figures/audio_relevance_loc_cnn_SNR_10_T60_0.6_error_max.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>



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