AreejB commited on
Commit
f782ed5
1 Parent(s): e267027

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +8 -28
README.md CHANGED
@@ -15,7 +15,10 @@ pipeline_tag: audio-classification
15
 
16
  <!-- Provide a quick summary of what the model is/does. -->
17
 
18
- This model recreates the work [in](https://huggingface.co/m3hrdadfi/wav2vec2-xlsr-greek-speech-emotion-recognition/blob/main/README.md) using RAVDESS, an English dataset. It extracts emotions from audio recordings.
 
 
 
19
 
20
  ## Model Details
21
 
@@ -24,11 +27,10 @@ This model recreates the work [in](https://huggingface.co/m3hrdadfi/wav2vec2-xls
24
  <!-- Provide a longer summary of what this model is. -->
25
 
26
 
27
-
28
- - **Developed by:** [More Information Needed]
29
- - **Model type:** [More Information Needed]
30
- - **Language(s) (NLP):** [More Information Needed]
31
- - **Finetuned from model [optional]:** [More Information Needed]
32
 
33
  ### Model Sources [optional]
34
 
@@ -38,28 +40,6 @@ This model recreates the work [in](https://huggingface.co/m3hrdadfi/wav2vec2-xls
38
  - **Paper [optional]:** [More Information Needed]
39
  - **Demo [optional]:** [More Information Needed]
40
 
41
- ## Uses
42
-
43
- <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
44
-
45
- ### Direct Use
46
-
47
- <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
48
-
49
- [More Information Needed]
50
-
51
- ## Bias, Risks, and Limitations
52
-
53
- <!-- This section is meant to convey both technical and sociotechnical limitations. -->
54
-
55
- [More Information Needed]
56
-
57
- ### Recommendations
58
-
59
- <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
60
-
61
- Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
62
-
63
  ## How to Get Started with the Model
64
 
65
  Use the code below to get started with the model.
 
15
 
16
  <!-- Provide a quick summary of what the model is/does. -->
17
 
18
+ This model extracts emotions from audio recordings. It was trained on RAVDESS, a dataset containing English audio recordings. The model recognises six emotions: anger, disgust, fear, happiness, sadness and surprise.
19
+
20
+ The model recreates the work of this [Greek emotion extractor](https://huggingface.co/m3hrdadfi/wav2vec2-xlsr-greek-speech-emotion-recognition/blob/main/README.md) using a pre-trained [Wav2Vec2](https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-english) model to process the data.
21
+
22
 
23
  ## Model Details
24
 
 
27
  <!-- Provide a longer summary of what this model is. -->
28
 
29
 
30
+ - **Adapter from:** [Emotion Recognition in Greek](https://huggingface.co/m3hrdadfi/wav2vec2-xlsr-greek-speech-emotion-recognition/blob/main/README.md)
31
+ - **Model type:** NN with CTC
32
+ - **Language(s) (NLP):** English
33
+ - **Finetuned from model [optional]:** [wav2vec2](https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-english)
 
34
 
35
  ### Model Sources [optional]
36
 
 
40
  - **Paper [optional]:** [More Information Needed]
41
  - **Demo [optional]:** [More Information Needed]
42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
43
  ## How to Get Started with the Model
44
 
45
  Use the code below to get started with the model.