Search Results - "Busso, Carlos"

Domain Adversarial for Acoustic Emotion Recognition by Abdelwahab, Mohammed, Busso, Carlos

“…The performance of speech emotion recognition is affected by the differences in data distributions between train (source domain) and test (target domain) sets…”
Get full text

Curriculum Learning for Speech Emotion Recognition From Crowdsourced Labels by Lotfian, Reza, Busso, Carlos

“…This study introduces a method to design a curriculum for machine-learning to maximize the efficiency during the training process of deep neural networks…”
Get full text

MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception by Busso, Carlos, Parthasarathy, Srinivas, Burmania, Alec, AbdelWahab, Mohammed, Sadoughi, Najmeh, Provost, Emily Mower

“…We present the MSP-IMPROV corpus, a multimodal emotional database, where the goal is to have control over lexical content and emotion while also promoting…”
Get full text

Increasing the Reliability of Crowdsourcing Evaluations Using Online Quality Assessment by Burmania, Alec, Parthasarathy, Srinivas, Busso, Carlos

“…Manual annotations and transcriptions have an ever-increasing importance in areas such as behavioral signal processing, image processing, computer vision, and…”
Get full text

The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing by Eyben, Florian, Scherer, Klaus R., Schuller, Bjorn W., Sundberg, Johan, Andre, Elisabeth, Busso, Carlos, Devillers, Laurence Y., Epps, Julien, Laukka, Petri, Narayanan, Shrikanth S., Truong, Khiet P.

“…Work on voice sciences over recent decades has led to a proliferation of acoustic parameters that are used quite selectively and are not always extracted in a…”
Get full text

Emotion recognition using a hierarchical binary decision tree approach by Lee, Chi-Chun, Mower, Emily, Busso, Carlos, Lee, Sungbok, Narayanan, Shrikanth

“…► We propose a hierarchical structure for multiclass emotion recognition tasks. ► The structure is designed to first operate on the most differentiable binary…”
Get full text

Rigid Head Motion in Expressive Speech Animation: Analysis and Synthesis by Busso, C., Zhigang Deng, Grimm, M., Neumann, U., Narayanan, S.

“…Rigid head motion is a gesture that conveys important nonverbal information in human communication, and hence it needs to be appropriately modeled and included…”
Get full text

Belowground Bud Bank Responses to Grazing Intensity in the Inner‐Mongolia Steppe, China by Qian, Jianqiang, Wang, Zhengwen, Liu, Zhimin, Busso, Carlos A.

“…Despite the predominant role of bud banks in population regeneration and community dynamics, they have received far less attention than deserved. In…”
Get full text

Supervised domain adaptation for emotion recognition from speech by Abdelwahab, Mohammed, Busso, Carlos

“…One of the main barriers in the deployment of speech emotion recognition systems in real applications is the lack of generalization of the emotion classifiers…”
Get full text

IEMOCAP: interactive emotional dyadic motion capture database by Busso, Carlos, Bulut, Murtaza, Lee, Chi-Chun, Kazemzadeh, Abe, Mower, Emily, Kim, Samuel, Chang, Jeannette N., Lee, Sungbok, Narayanan, Shrikanth S.

“…Since emotions are expressed through a combination of verbal and non-verbal channels, a joint analysis of speech and gestures is required to understand…”
Get full text

Lexical Dependent Emotion Detection Using Synthetic Speech Reference by Lotfian, Reza, Busso, Carlos

“…This paper aims to create neutral reference models from synthetic speech to contrast the emotional content of a speech signal. Modeling emotional behaviors is…”
Get full text

Germination of Larrea divaricata Cav, an important shrub species to restore desertified arid ecosystems by Hernandez, Jorge Ariel, Pérez, Daniel Roberto, Busso, Carlos Alberto

“…Knowledge of pre-germination seed treatments is critical for ecological restoration practices such as outplantings or direct seeding. However, in drylands,…”
Get full text

Differences in root surface adsorption, root uptake, subcellular distribution, and chemical forms of Cd between low- and high-Cd-accumulating wheat cultivars by Xiao, Ya-Tao, Du, Zhen-Jie, Busso, Carlos-A, Qi, Xue-Bin, Wu, Hai-Qing, Guo, Wei, Wu, Da-Fu

“…The differences in the mechanism of cadmium (Cd) accumulation in the grains of different wheat ( Triticum aestivum L.) cultivars remain unclear. Thus, we…”
Get full text

Driver Visual Attention Estimation using Head Pose and Eye Appearance Information by Jha, Sumit, Al-Dhahir, Naofal, Busso, Carlos

“…In autonomous, as well as manually operated vehicles, monitoring the driver visual attention provides useful information about the behavior, intent and…”
Get full text

Posttranslational modification of mammalian AP endonuclease (APE1) by Busso, Carlos S, Lake, Michael W, Izumi, Tadahide

“…A key issue in studying mammalian DNA base excision repair is how its component proteins respond to a plethora of cell-signaling mediators invoked by DNA…”
Get full text

Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data by Hu, Tiancheng, Jha, Sumit, Busso, Carlos

“…Head pose estimation has been a key task in computer vision since a broad range of applications often requires accurate information about the orientation of…”
Get full text

Face detection and grimace scale prediction of white furred mice by Vidal, Andrea, Jha, Sumit, Hassler, Shayne, Price, Theodore, Busso, Carlos

“…Studying the facial expressions of humans has been one of the major applications of computer vision. An open question is whether common machine learning…”
Get full text

emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition by Rajapakshe, Thejan, Rana, Rajib, Khalifa, Sara, Sisman, Berrak, Schuller, Bjorn W., Busso, Carlos

“…Speech Emotion Recognition (SER) is crucial for enabling computers to understand the emotions conveyed in human communication. With recent advancements in Deep…”
Get full text

UMEME: University of Michigan Emotional McGurk Effect Data Set by Provost, Emily Mower, Shangguan, Yuan, Busso, Carlos

“…Emotion is central to communication; it colors our interpretation of events and social interactions. Emotion expression is generally multimodal, modulating our…”
Get full text

Effects of precipitation changes on the dynamics of sparse elm woodland in Northeastern China by TANG, Yi, Alberto BUSSO, Carlos

“…Elm (Ulmus pumila L.) is the dominant tree species in the sparse elm woodland, the original vegetation in the Horqin Sandy Land. The effects of changes in…”
Get full text