| Literature DB >> 27253326 |
Anjali Bhatara1,2, Petri Laukka3,4, Natalie Boll-Avetisyan5, Lionel Granjon1,2, Hillary Anger Elfenbein6, Tanja Bänziger7.
Abstract
The present study examines the effect of language experience on vocal emotion perception in a second language. Native speakers of French with varying levels of self-reported English ability were asked to identify emotions from vocal expressions produced by American actors in a forced-choice task, and to rate their pleasantness, power, alertness and intensity on continuous scales. Stimuli included emotionally expressive English speech (emotional prosody) and non-linguistic vocalizations (affect bursts), and a baseline condition with Swiss-French pseudo-speech. Results revealed effects of English ability on the recognition of emotions in English speech but not in non-linguistic vocalizations. Specifically, higher English ability was associated with less accurate identification of positive emotions, but not with the interpretation of negative emotions. Moreover, higher English ability was associated with lower ratings of pleasantness and power, again only for emotional prosody. This suggests that second language skills may sometimes interfere with emotion recognition from speech prosody, particularly for positive emotions.Entities:
Mesh:
Year: 2016 PMID: 27253326 PMCID: PMC4890767 DOI: 10.1371/journal.pone.0156855
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Confusion matrices for a) emotional prosody and b) affect burst tasks.
Percentages indicate percent of responses given for each intended emotion, i.e., 14% of the time participants gave the response “relief” in the emotional prosody condition, the intended emotion was “disgust.”
L2 self-rating (from 0 "none" to 10 "perfect").
| Factor | Mean (SD) | Range |
|---|---|---|
| Vocabulary | 5.3 (2.0) | 1–8 |
| Grammar | 5.0 (2.2) | 1–9 |
| Writing | 5.8 (1.9) | 1–9 |
| Reading | 6.5 (1.8) | 2–9 |
| Speaking | 5.6 (1.9) | 1–9 |
| Understanding spoken English | 6.1 (1.9) | 1–9 |
| Pronunciation | 5.3 (2.2) | 1–9 |
Results from emotional prosody condition.
| Standard Error | Probability > | | |||
|---|---|---|---|---|
| (Intercept) | -1.30 | 0.57 | -2.27 | .02 |
| Valence | 0.49 | 1.05 | 0.47 | .64 |
| English ability | -0.02 | 0.03 | -0.56 | .58 |
| GEMEP score | 2.19 | 0.77 | 2.85 | .004 |
| Valence * English ability | -0.14 | 0.05 | -2.69 | .007 |
| Valence * GEMEP score | -1.66 | 1.40 | -1.20 | .23 |
Results from binomial tests.
| Percent correct within emotion intended | Confidence Interval (%) | Percent correct within emotion intended | Confidence Interval (%) | |
|---|---|---|---|---|
| Emotional prosody condition | Vocal affect bursts condition | |||
| Disgust | 21.2 | 16.7–26.4 | 76.2 | 70.9–81.0 |
| Pride | 34.6 | 28.2–39.5 | 39.4 | 33.7–45.4 |
| Interest | 52.1 | 46.1–58.0 | 80.4 | 75.3–84.9 |
| Fear | 59.7 | 53.8–65.4 | 76.8 | 71.5–81.6 |
| Joy | 63.5 | 57.7–69.1 | 67.2 | 61.5–72.6 |
| Sadness | 79.9 | 74.8–84.3 | 78.0 | 72.8–82.7 |
| Anger | 83.0 | 78.1–87.1 | 62.7 | 56.8–68.3 |
| Relief | 44.4 | 38.6–50.4 | 84.3 | 79.5–88.3 |
Note: All significantly different from chance (12.5% correct) at p < .001
Fig 2Linear regressions of percent correct responses by English ability for positive and negative emotions in the a) emotional prosody and b) affect burst conditions and of of c) pleasantness and d) power ratings by English ability in the emotional prosody condition.
Shaded areas indicate standard deviations.
Mean ratings for the continuous measures for each valence.
| Positive | Negative | |
|---|---|---|
| Emotional Prosody | ||
| Intensity | 56 (24) | 65 (24)** |
| Pleasantness | 60 (24) | 29 (20)** |
| Power | 61 (21) | 47 (30)* |
| Alertness | 66 (23) | 65 (25) |
| Affect bursts | ||
| Intensity | 62 (24) | 72 (22)** |
| Pleasantness | 71 (22) | 22 (20)** |
| Power | 64 (19) | 37 (25)** |
| Alertness | 70 (23) | 63 (25)* |
Valences rated significantly differently at *p < .05 **p < .01
Results from affect burst condition.
| Standard Error | Probability > | | |||
|---|---|---|---|---|
| (Intercept) | -0.60 | 0.65 | -0.93 | .35 |
| Valence | 2.82 | 1.05 | 2.69 | .007 |
| English ability | 0.03 | 0.03 | 0.74 | .46 |
| GEMEP score | 2.71 | 0.86 | 3.14 | .002 |
| Valence * English ability | -0.06 | 0.05 | -1.24 | .21 |
| Valence * GEMEP score | -4.58 | 1.34 | -3.40 | < .001 |
Results from continuous measures analyses: Affect burst condition.
| Valence factor | Standard Error | Probability > | | |||
|---|---|---|---|---|---|
| Emotion Intensity | -10.01 | 3.23 | 56.5 | -1.10 | .003 |
| Pleasantness | 48.8 | 3.58 | 79.5 | 13.6 | <.001 |
| Power | 26.8 | 4.20 | 61.8 | 6.38 | <.001 |
| Activation | 7.0 | 3.35 | 58.3 | 2.09 | .04 |