雖然這篇IEMOCAP鄉民發文沒有被收入到精華區：在IEMOCAP這個話題中，我們另外找到其它相關的精選爆讚文章
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#1IEMOCAP- Home
The Interactive Emotional Dyadic Motion Capture (IEMOCAP) database is an acted, multimodal and multispeaker database, recently collected at SAIL lab at USC. It ...
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#2IEMOCAP Dataset | Papers With Code
Multimodal Emotion Recognition IEMOCAP The IEMOCAP dataset consists of 151 videos of recorded dialogues, with 2 speakers per session for a total of 302 ...
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#3IEMOCAP: Interactive emotional dyadic motion capture ...
IEMOCAP : Interactive emotional dyadic motion capture database. Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh,. Emily Mower, Samuel Kim, ...
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#4IEMOCAP: Interactive emotional dyadic motion capture database
The experimental results demonstrate the superiority of our proposed method. ... ... IEMOCAP. IEMOCAP (Busso et al. 2008 ) is a multimodal emotion recognition ...
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#5Multi-Modal Emotion recognition on IEMOCAP Dataset using ...
In this paper we attempt to exploit this effectiveness of Neural networks to enable us to perform multimodal Emotion recognition on IEMOCAP ...
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#6Emotion recognition from IEMOCAP datasets. - GitHub
IEMOCAP Emotion Recognition. About IEMOCAP. The Interactive Emotional Dyadic Motion Capture (IEMOCAP) database is an acted, multimodal and multispeaker ...
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#7IEMOCAP数据集_醒了的追梦人的博客 - CSDN
IEMOCAP 数据集描述交互式情绪二元运动捕捉（iemocap）数据库是一个动作、多模式和多峰值的数据库，最近在南加州大学的Sail实验室收集。
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#8IEMOCAP Emotion Speech Database | Kaggle
This dataset contains IEMOCAP emotion speech database metadata in dataframe, and the path to each .wav file. The dataframe columns are: ...
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#9Improving the Accuracy and Robustness of Speech Emotion ...
... of Speech Emotion Recognition on the IEMOCAP and RAVDESS Dataset ... the Interactive Emotional Dyadic Motion Capture (IEMOCAP) data set.
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#10speechbrain/emotion-recognition-wav2vec2-IEMOCAP
It is trained on IEMOCAP training data. For a better experience, we encourage you to learn more about SpeechBrain. The model performance on IEMOCAP test set ...
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#11interactive emotional dyadic motion capture database
IEMOCAP : interactive emotional dyadic motion capture database. Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh, Emily Mower, Samuel Kim, ...
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#12interactive emotional dyadic motion capture database - Scite
IEMOCAP : interactive emotional dyadic motion capture database · Abstract: Since emotions are expressed through a combination of verbal and nonverbal channels, a ...
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#13[PDF] IEMOCAP: interactive emotional dyadic motion capture ...
A new corpus named the “interactive emotional dyadic motion capture database” (IEMOCAP), collected by the Speech Analysis and Interpretation ...
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#14Attention-LSTM-Attention Model for Speech Emotion ...
Attention-LSTM-Attention Model for Speech Emotion Recognition and Analysis of IEMOCAP Database. Abstract. We propose a speech-emotion recognition (SER) ...
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#15End-to-End Speech Emotion Recognition Combined with ...
racy (UA) on the IEMOCAP database, which is state-of-the-art performance. Index Terms: speech emotion recognition, acoustic-to-word.
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#16arXiv:1912.02610v1 [eess.AS] 29 Nov 2019
tion Recognition, Bimodal Emotion Recognition, IEMOCAP,. Self Attention, Pre-trained Language Models. 1. INTRODUCTION.
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#17A Multi-Scale Fusion Framework for Bimodal Speech Emotion ...
Experiments conducted on the public emotion dataset IEMOCAP have shown that the proposed STSER can achieve comparable recognition accuracy with fewer ...
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#18Multimodal Speech Emotion Recognition - Demo app
Description: This notebook contains a demo application of Emotion Recognition models trained on the IEMOCAP dataset using 4 basic emotions.
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#19Attention-LSTM-Attention Model for Speech Emotion ... - MDPI
This is because of the reliability limit of the IEMOCAP dataset. ... a more reliable dataset based on the labeling results provided by IEMOCAP.
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#20搜索
... the interactive emotional dyadic motion capture (IEMOCAP) database. ... for Speech Emotion Recognition and Analysis of IEMOCAP Database
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#21Interactive emotional dyadic motion capture database
IEMOCAP : Interactive emotional dyadic motion capture database. Abstract. 人類的溝通是以「語言」 + 「手勢」 南加洲大學所蒐集的資料庫： interactive emotional ...
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#22A. GroupWalk B. EmotiCon on IEMOCAP Dataset - CVF Open ...
A. GroupWalk. A.1. Annotation Procedure. We present the human annotated GroupWalk data set which consists of 45 videos captured using stationary cam-.
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#23IEMOCAP Dataset / 数据集/ 左度空间/ 未来无限,现实可期
IEMOCAP Dataset. Introduced by Carlos Busso et al. in IEMOCAP: interactive emotional dyadic motion capture database. 多模态情感识别IEMOCAPIEMOCAP数据集由151 ...
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#24MFCC and Machine Learning Based Speech Emotion ...
TESS and 86% with IEMOCAP datasets, respectively. Keywords: Emotion Recognition, Machine Learning, MFCC, SVM, TESS, IEMOCAP. 1 Introduction.
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#25PLOS ONE
Specifically, the English IEMOCAP, the German Emo-DB, and a Japanese corpus were used to ... Precision of speech emotion recognition using IEMOCAP and CNN.
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#26Training and test instances for the IEMOCAP corpus. - Public ...
+ Collect. dataset. posted on 15.08.2019, 10:31 by Panikos Heracleous, Akio Yoneyama. Training and test instances for the IEMOCAP corpus.
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#27How to pronounce IEMOCAP | HowToPronounce.com
How to say IEMOCAP in English? Pronunciation of IEMOCAP with 1 audio pronunciation and more for IEMOCAP.
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#28Analyzing the Influence of Dataset Composition for Emotion ...
two multimodal emotion recognition datasets, the IEMOCAP dataset and the OMG-Emotion Behavior dataset, by analyzing textual dataset compositions and emotion ...
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#29IEMOCAP dataset - 通天塔
To facilitate such investigations, this paper describes a new corpus named the “interactive emotional dyadic motion capture database” (IEMOCAP), ...
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#30interactive emotional dyadic motion capture database | Scinapse
IEMOCAP : interactive emotional dyadic motion capture database. Published on Nov 5, 2008 in LREC (Language Resources and Evaluation).
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#31Sentiment analysis of customer support phone dialogues ...
For example, the Interactive Emotional Dyadic Motion Capture (IEMOCAP) database is labeled with 9 emotions (anger, happiness, excitement, sadness, frustration, ...
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#32Facial Emotion Recognition in Presence of Speech using a ...
The proposed scheme is tested on Interactive Emotional Dyadic Motion Capture (IEMOCAP) database. The results show the effectiveness of the approach as a ...
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#33M3ER: Multiplicative Multimodal Emotion Recognition using ...
show results on two datasets, IEMOCAP and CMU-MOSEI both of which have face, speech and text as the three input modalities. Above is one sample point ...
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#34Enhanced emotion recognition system using lightweight self ...
IEMOCAP, EMO-DB, and RAVDESS datasets experimentally used with different perspectives and obtained 78.01%, 93.00%, and 80.00% accuracy, respectively.
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#35論文筆記：語音情感識別（二）聲譜圖+CRNN - IT閱讀
... 圖，CNN先用兩個不同的卷積核分別提取時域特徵和頻域特徵，concat後餵給後面的CNN，在最後一層使用attention pooling的技術，在IEMOCAP的四類情感 ...
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#36A comparative annotator-agreement analysis of EMOLA (Thai ...
Keywords: annotator-agreement analysis, IEMOCAP corpus, EMOLA corpus, HMM- based emotion recognition, agreement-reliability assessment.
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#37Multi-Modal Emotion recognition on IEMOCAP ... - DeepAI
Prior research has concentrated on Emotion detection from Speech on the IEMOCAP dataset, but our approach is the first that uses the multiple ...
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#38iemocap-dataset · GitHub Topics
iemocap -dataset · Here is 1 public repository matching this topic... · Improve this page · Add this topic to your repo.
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#39語音情緒辨識概述- 技術探索
ACCorpus系列漢語情感資料庫：50位錄音者對5種情感各自表演。 ．IEMOCAP：10個演員，1男1女演繹1個session，共5個session。 □錄製了將近12小時的 ...
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#40interactive emotional dyadic motion capture database - TIB
IEMOCAP : interactive emotional dyadic motion capture database (English) · Busso, C. · Bulut, M. · Lee, C. C. · Kazemzadeh, A. · Mower, E. · Kim, S. · Chang, J. N. · Lee ...
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#41jayaneetha/Experiments-with-IEMOCAP - Giters
Thejan Rajapakshe Experiments-with-IEMOCAP: Road towards multi reward RL for emotion classification from IEMOCAP Dataset.
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#42Multi-Modal Emotion recognition on IEMOCAP ... - TitanWolf
ID, 1804.05788 ; Submitter, Samarth Tripathi ; Authors, Samarth Tripathi, Sarthak Tripathi and Homayoon Beigi ; Title, Multi-Modal Emotion recognition on IEMOCAP ...
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#43A learned emotion space for emotion recognition and emotive ...
IEMOCAP : Interactive emotional dyadic motion capture database, 2008. [2] Simon King and Vasilis Karaiskos. The blizzard challenge 2016. [3] Florian Eyben, Klaus ...
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#44Deep Learning-based Categorical and Dimensional Emotion ...
IEMOCAP [19] is acronym of interactive emotional dyadic motion capture, a multimodal dataset to investigate ver- bal and non-verbal analysis for understanding ...
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#45Interactive Text-to-Speech System via Joint Style Analysis
unseen queries, we incorporated both IEMOCAP dataset and a small portion of the labeled TTS dataset in the style classifier model's training.
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#46Dimensional speech emotion recognition from speech ...
(IEMOCAP) dataset. The authors used hierarchical fusion to combine several acoustic and linguistic features. Using accuracy for dimensional emotion ...
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#47with normalized number of utterances | sankey made by Bothe
Bothe's interactive graph and data of "IEMOCAP - Emotion vs Dialogue Acts - with normalized number of utterances" is a sankey.
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#48Open Source Libs
The IEMOCAP database requires the signing of an EULA; please communicate with the handlers: ... Download IEMOCAP dataset from https://sail.usc.edu/iemocap/ ...
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#49Effect on speech emotion classification of a feature selection ...
The experiment was performed on the IEMOCAP database with four ... IEMOCAP was used in the experiment to identify the four emotions.
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#50Index of /raw_datasets/processed_data/iemocap/seq_length_20
Index of /raw_datasets/processed_data/iemocap/seq_length_20. [ICO], Name · Last modified · Size · Description. [PARENTDIR], Parent Directory, -.
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#51Discrete and continuous emotion recognition using sequence ...
... continuous emotions from the well-established real-life speech dataset (IEMOCAP) and the acted Berlin emotional speech dataset (Emo-DB).
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#52ShaheenPerveen/speech-emotion-recognition-iemocap
Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as input data to ML/DL ...
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#53Emotion Recognition on original IEMOCAP in SUPERB ...
Do you have results on the original unbalanced dataset? --- so that it can be compared with other works on IEMOCAP. Thank you! leo19941227 wrote ...
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#541 best open source iemocap emotion projects.
Spoken Emotion Recognition Datasets: A collection of datasets for the purpose of emotion recognition/detection in speech. The table is chronologically ordered ...
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#55Classifying the emotional speech content of participants in ...
Pretraining each neural network architecture on the well-known IEMOCAP (Interactive Emotional Dyadic Motion Capture) corpus improves the ...
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#56Emotion recognition using a hierarchical binary decision tree ...
emotional databases using acoustic features, the AIBO database and the USC IEMOCAP database. In the case of the AIBO database,.
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#57A Survey on Databases and Algorithms used for Speech ... - DOI
(IEMOCAP. ) [40] neutral, happiness, sadness and angry. 5531 (1636 happiness,. 1084 sadness,. 1708 neutral,. 1103 angry). English 5 male, 5 female, two.
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#58A Waveform-Feature Dual Branch Acoustic Embedding ...
... that DCaEN can achieve 59.31 an 46.73% unweighted average recall (UAR) in the USC IEMOCAP and the MSP-IMPROV speech emotion databases, ...
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#59Emotion Recognition on original IEMOCAP in ... - githubmemory
Emotion Recognition on original IEMOCAP in SUPERB benchmark #159. Hi, thank you for a great repository! I'm reading the SUPERB paper and it mentions that ...
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#60Getting started with Speech Emotion Recognition | Visualising ...
Note that the recordings used in the visualizations are taken from a public dataset IEMOCAP of a single speaker enacting the same sentence ...
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#61【论文分享】用序列标注的方法解决基于上下文的情感识别
2）对speaker信息进行建模。 背景. 这篇工作首先对IEMOCAP数据集进行了一个关于蕴含一种情感的句子的下一句情感标签的统计，统计 ...
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#63Speech Emotion Recognition on IEMOCAP Benchmark
Speech Emotion Recognition on IEMOCAP. Leaderboard; Models Yet to Try; Contribute Models. #. MODEL. REPOSITORY. WA, UA, F1. PAPER. ε-REPRODUCES PAPER.
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#64Interactive emotional dyadic motion capture database
IEMOCAP : Interactive emotional dyadic motion capture database. Abstract. 人類的溝通是以「語言」 + 「手勢」 南加洲大學所蒐集的資料庫： ...
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#65IEMOCAP: Interactive emotional dyadic ... - healthdocbox.com
IEMOCAP : Interactive emotional dyadic motion capture database Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh, Emily Mower, Samuel Kim, ...
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#66Speech and Computer: 22nd International Conference, SPECOM ...
The values of the baseline and 'oneswitch' from Emo-DB and IEMOCAP are the same due to the number of emotions on both databases.
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#67Computational Linguistics and Intelligent Text Processing: ...
Modality Source IEMOCAP MOUD MOSI Unimodal A 51.52 53.70 57.14 V 41.79 47.68 58.46 T 65.13 48.40 75.16 Bimodal T + A 70.79 57.10 75.72 T + V 68.55 49.22 ...
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#68Pattern Recognition. ICPR International Workshops and ...
F1 AUC Humans [6] English IEMOCAP 70.0 – – – – Atmaja's (previous state of the art) English IEMOCAP 75.5 – – – – Baseline English IEMOCAP 77.0 75.7 74.1 ...
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#69Neural Information Processing: 26th International ...
Multi-class classification accuracy (Acc), weighted F1-scores (F1) and Multimodal-Improvement (M-Imp) of our technique compared to other methods on IEMOCAP ...
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#70Machine Learning for Non/Less-Invasive Methods in Health ...
Emotional Dyadic Motion Capture database (IEMOCAP) (Busso et al., 2008). EMO-DB corpus contains 535 emotional utterance, including seven different emotions: ...
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#71Data Management, Analytics and Innovation: Proceedings of ...
... the unweighted average class recall rate for 3 concatenation processes (proposed system) for IEMOCAP and FAU AEC was 58% and 52%, respectively.
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#72Multimodal Analytics for Next-Generation Big Data ...
Below we enlist the procedure of this speaker-independent experiment: – IEMOCAP: As this dataset contains ten speakers, we performed a tenfold ...
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#73Multimodal Emotion Recognition
IEMOCAP database contains a large proportion of utterances that human annotators don't completely agree on their emotion labels. These utterances are more ...
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#74Speechbrain wav2vec - Free Web Hosting - Your Website ...
#German #ASR with #CommonVoice - IEMOCAP for emotion recognition. Acknowledgments Thanks to Olexa Bilaniuk for help with using the Mila cluster, ...
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#75Emotion recognition from text github - Hyperloop
The model performance on IEMOCAP test set is: Emotion recognition from speech signals is an important but challenging component of Human-Computer ...
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#76Emotion recognition from text github - SnugnHug
The model performance on IEMOCAP test set is: Emotion recognition from speech signals is an important but challenging component of Human-Computer ...
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#77Speechbrain wav2vec
#German #ASR with #CommonVoice - IEMOCAP for emotion recognition. State-of-the-art performance or comparable with other existing toolkits in several ASR ...
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#78感情認識 - Wikipedia
感情認識（かんじょうにんしき、英語: Emotion recognition）は、人間の感情を識別するプロセス。 ... IEMOCAP：俳優間の二者択一のセッションの記録を提供し、幸福、怒り、悲しみ、 ...
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#79Huggingface emotion classification - Start News
Emotion Recognition with wav2vec2 base on IEMOCAP This repository provides all the necessary tools to perform emotion recognition with a fine-tuned wav2vec2 ...
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#80Fer dataset kaggle - Yarl Shop
Search IEMOCAP and EMO-DB cos these both are very popular and publically available. Facial Expression Recognition The notebook includes the code to import ...
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#81Iemocap paper - Koo
This database has been used for studies ranging from IEMOCAP contains detailed face and head information obtained from motion capture as ...
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#82Emotion sensor dataset
... we classify IEMOCAP into 4 discrete emo-tions (angry, happy, neutral, sad) and CMU-MOSEI into 6 discrete emotions (anger, disgust, fear, happy, sad, ...
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#83Small video dataset
... in common business contexts, labeled data can be scarce •Examples: –Financial documents Home More Info Release Publications : IEMOCAP Database.
iemocap 在 コバにゃんチャンネル Youtube 的最佳貼文
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