Datasets:

primal-sage
/

emotion-preserving-s2st-benchmark

source_audio stringlengths 57 57	emotion stringclasses 4 values	emotion_confidence float64 0.35 1	emotion_scores dict	transcription stringclasses 7 values	translation stringclasses 7 values	output_emotion stringlengths 51 51	output_flat stringlengths 48 48	true_emotion_ravdess stringclasses 8 values	true_emotion_mapped stringclasses 4 values	match bool 2 classes
/workspace/data/ravdess/Actor_24/03-01-08-02-02-02-24.wav	ang	0.934863	{ "ang": 0.934863328933715, "hap": 0.055335968732833, "neu": 0.0049145487137130005, "sad": 0.004886153619736 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-08-02-02-02-24_emotion.wav	/workspace/outputs/03-01-08-02-02-02-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-08-02-02-01-24.wav	ang	0.966759	{ "ang": 0.9667593836784361, "hap": 0.027284946292638, "neu": 0.000547728326637, "sad": 0.0054079503752290006 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-08-02-02-01-24_emotion.wav	/workspace/outputs/03-01-08-02-02-01-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-08-02-01-02-24.wav	ang	0.985637	{ "ang": 0.985636591911315, "hap": 0.012859850190579001, "neu": 0.001319043687544, "sad": 0.00018459600687400002 }	Kids are talking by the door?	क्या बच्चे दरवाजे के पास बात कर रहे हैं?	/workspace/outputs/03-01-08-02-01-02-24_emotion.wav	/workspace/outputs/03-01-08-02-01-02-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-08-02-01-01-24.wav	ang	0.967944	{ "ang": 0.9679439663887021, "hap": 0.014038257300853, "neu": 0.017921632155776003, "sad": 0.00009615127783035861 }	Kids are talking by the door?	क्या बच्चे दरवाजे के पास बात कर रहे हैं?	/workspace/outputs/03-01-08-02-01-01-24_emotion.wav	/workspace/outputs/03-01-08-02-01-01-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-08-01-02-02-24.wav	ang	0.885215	{ "ang": 0.8852151632308961, "hap": 0.081547491252422, "neu": 0.032635781913995, "sad": 0.0006015789113 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-08-01-02-02-24_emotion.wav	/workspace/outputs/03-01-08-01-02-02-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-08-01-02-01-24.wav	ang	0.940138	{ "ang": 0.9401381015777581, "hap": 0.014814306050539001, "neu": 0.044893525540828004, "sad": 0.000154084351379 }	Dogs are sitting by the door?	क्या दरवाजे के पास कुत्ते बैठे हैं?	/workspace/outputs/03-01-08-01-02-01-24_emotion.wav	/workspace/outputs/03-01-08-01-02-01-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-08-01-01-02-24.wav	ang	0.978642	{ "ang": 0.978642225265502, "hap": 0.014397020451724002, "neu": 0.006863195914775, "sad": 0.00009754199709277601 }	Kids are talking by the door!	बच्चे दरवाजे के पास बात कर रहे हैं!	/workspace/outputs/03-01-08-01-01-02-24_emotion.wav	/workspace/outputs/03-01-08-01-01-02-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-08-01-01-01-24.wav	ang	0.50932	{ "ang": 0.509320378303527, "hap": 0.045166872441768, "neu": 0.445152699947357, "sad": 0.00036004709545500003 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-08-01-01-01-24_emotion.wav	/workspace/outputs/03-01-08-01-01-01-24_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_23/03-01-08-02-02-02-23.wav	ang	0.949857	{ "ang": 0.9498572349548341, "hap": 0.011119951494038001, "neu": 0.039011068642139005, "sad": 0.000011805406757048333 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-08-02-02-02-23_emotion.wav	/workspace/outputs/03-01-08-02-02-02-23_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_23/03-01-08-02-02-01-23.wav	ang	0.748848	{ "ang": 0.74884819984436, "hap": 0.042275898158550006, "neu": 0.20887467265129, "sad": 0.0000012539229601316031 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-08-02-02-01-23_emotion.wav	/workspace/outputs/03-01-08-02-02-01-23_flat.wav	surprised	hap	false
/workspace/data/ravdess/Actor_24/03-01-07-02-02-02-24.wav	ang	0.948759	{ "ang": 0.9487594962120051, "hap": 0.046068768948316005, "neu": 0.003923206590116001, "sad": 0.0012485238257790002 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-07-02-02-02-24_emotion.wav	/workspace/outputs/03-01-07-02-02-02-24_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_24/03-01-07-02-02-01-24.wav	ang	0.987112	{ "ang": 0.98711222410202, "hap": 0.01207987871021, "neu": 0.00046490342356200005, "sad": 0.000343005929607 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-07-02-02-01-24_emotion.wav	/workspace/outputs/03-01-07-02-02-01-24_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_24/03-01-07-02-01-02-24.wav	hap	0.605468	{ "ang": 0.3790043592453, "hap": 0.605467975139617, "neu": 0.006927241105586001, "sad": 0.008600470609962 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-07-02-01-02-24_emotion.wav	/workspace/outputs/03-01-07-02-01-02-24_flat.wav	disgust	ang	false
/workspace/data/ravdess/Actor_24/03-01-07-02-01-01-24.wav	ang	0.763967	{ "ang": 0.7639670968055721, "hap": 0.153105050325393, "neu": 0.08086203783750501, "sad": 0.0020657172426580004 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-07-02-01-01-24_emotion.wav	/workspace/outputs/03-01-07-02-01-01-24_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_24/03-01-07-01-02-02-24.wav	ang	0.927256	{ "ang": 0.927255928516387, "hap": 0.021457232534885, "neu": 0.050755616277456006, "sad": 0.000531266676262 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-07-01-02-02-24_emotion.wav	/workspace/outputs/03-01-07-01-02-02-24_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_24/03-01-07-01-02-01-24.wav	hap	0.534299	{ "ang": 0.42829087376594505, "hap": 0.534298777580261, "neu": 0.031935844570398005, "sad": 0.005474527366459 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-07-01-02-01-24_emotion.wav	/workspace/outputs/03-01-07-01-02-01-24_flat.wav	disgust	ang	false
/workspace/data/ravdess/Actor_24/03-01-07-01-01-02-24.wav	ang	0.95863	{ "ang": 0.9586296677589411, "hap": 0.018526555970311002, "neu": 0.02263337187469, "sad": 0.00021037230908400002 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-07-01-01-02-24_emotion.wav	/workspace/outputs/03-01-07-01-01-02-24_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_24/03-01-07-01-01-01-24.wav	ang	0.479291	{ "ang": 0.479290693998336, "hap": 0.174541130661964, "neu": 0.34559664130210804, "sad": 0.0005714895669370001 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-07-01-01-01-24_emotion.wav	/workspace/outputs/03-01-07-01-01-01-24_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_23/03-01-07-02-02-02-23.wav	ang	0.941281	{ "ang": 0.9412810206413261, "hap": 0.038062829524278, "neu": 0.020316464826464, "sad": 0.00033970823278600004 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-07-02-02-02-23_emotion.wav	/workspace/outputs/03-01-07-02-02-02-23_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_23/03-01-07-02-02-01-23.wav	ang	0.905332	{ "ang": 0.9053320884704591, "hap": 0.07280923426151201, "neu": 0.020123144611716, "sad": 0.0017355026211580001 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-07-02-02-01-23_emotion.wav	/workspace/outputs/03-01-07-02-02-01-23_flat.wav	disgust	ang	true
/workspace/data/ravdess/Actor_24/03-01-06-02-02-02-24.wav	ang	0.998045	{ "ang": 0.9980452060699461, "hap": 0.0005899654934180001, "neu": 0.0013604930136350002, "sad": 0.000004311466000217479 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-06-02-02-02-24_emotion.wav	/workspace/outputs/03-01-06-02-02-02-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-06-02-02-01-24.wav	ang	0.974922	{ "ang": 0.9749224185943601, "hap": 0.021934919059276, "neu": 0.0031386443879450002, "sad": 0.000003968064902437618 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-06-02-02-01-24_emotion.wav	/workspace/outputs/03-01-06-02-02-01-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-06-02-01-02-24.wav	ang	0.994357	{ "ang": 0.9943566918373101, "hap": 0.004159931559115, "neu": 0.0014558210968970001, "sad": 0.000027536496418179016 }	Kids are talking by the door!	बच्चे दरवाजे के पास बात कर रहे हैं!	/workspace/outputs/03-01-06-02-01-02-24_emotion.wav	/workspace/outputs/03-01-06-02-01-02-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-06-02-01-01-24.wav	ang	0.981695	{ "ang": 0.9816947579383851, "hap": 0.013480974361300002, "neu": 0.0043999208137390005, "sad": 0.00042444386053800006 }	Kids, they're talking by the door!	बच्चे, वे दरवाजे के पास बात कर रहे हैं!	/workspace/outputs/03-01-06-02-01-01-24_emotion.wav	/workspace/outputs/03-01-06-02-01-01-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-06-01-02-02-24.wav	ang	0.929856	{ "ang": 0.9298564791679381, "hap": 0.060953516513109006, "neu": 0.0025267584715030003, "sad": 0.0066632544621820005 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-06-01-02-02-24_emotion.wav	/workspace/outputs/03-01-06-01-02-02-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-06-01-02-01-24.wav	ang	0.896946	{ "ang": 0.8969458341598511, "hap": 0.06081250682473101, "neu": 0.0006952917319720001, "sad": 0.041546285152435004 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-06-01-02-01-24_emotion.wav	/workspace/outputs/03-01-06-01-02-01-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-06-01-01-02-24.wav	hap	0.542385	{ "ang": 0.419982403516769, "hap": 0.5423847436904901, "neu": 0.024084754288196, "sad": 0.013548110611736 }	Kids are talking by the door!	बच्चे दरवाजे के पास बात कर रहे हैं!	/workspace/outputs/03-01-06-01-01-02-24_emotion.wav	/workspace/outputs/03-01-06-01-01-02-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-06-01-01-01-24.wav	ang	0.794438	{ "ang": 0.794438302516937, "hap": 0.134844422340393, "neu": 0.002102221129462, "sad": 0.06861508637666701 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-06-01-01-01-24_emotion.wav	/workspace/outputs/03-01-06-01-01-01-24_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_23/03-01-06-02-02-02-23.wav	ang	0.597898	{ "ang": 0.597897708415985, "hap": 0.069579765200614, "neu": 0.332402974367141, "sad": 0.000119507989438 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-06-02-02-02-23_emotion.wav	/workspace/outputs/03-01-06-02-02-02-23_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_23/03-01-06-02-02-01-23.wav	ang	0.843359	{ "ang": 0.8433593511581421, "hap": 0.08170811831951101, "neu": 0.07474873960018101, "sad": 0.00018382298003400001 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-06-02-02-01-23_emotion.wav	/workspace/outputs/03-01-06-02-02-01-23_flat.wav	fearful	sad	false
/workspace/data/ravdess/Actor_24/03-01-05-02-02-02-24.wav	ang	0.996063	{ "ang": 0.9960631728172301, "hap": 0.002064532600343, "neu": 0.0018643217626950002, "sad": 0.000007985700904100668 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-05-02-02-02-24_emotion.wav	/workspace/outputs/03-01-05-02-02-02-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-05-02-02-01-24.wav	ang	0.967092	{ "ang": 0.9670923352241511, "hap": 0.002132402965798, "neu": 0.030766731128096, "sad": 0.000008634019650344271 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-05-02-02-01-24_emotion.wav	/workspace/outputs/03-01-05-02-02-01-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-05-02-01-02-24.wav	ang	0.975212	{ "ang": 0.9752124547958371, "hap": 0.0007959697977630001, "neu": 0.023990983143448, "sad": 6.221586090759956e-7 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-05-02-01-02-24_emotion.wav	/workspace/outputs/03-01-05-02-01-02-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-05-02-01-01-24.wav	ang	0.996569	{ "ang": 0.9965691566467281, "hap": 0.001346362987533, "neu": 0.002073357114568, "sad": 0.00001113745383918285 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-05-02-01-01-24_emotion.wav	/workspace/outputs/03-01-05-02-01-01-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-05-01-02-02-24.wav	ang	0.929707	{ "ang": 0.9297065138816831, "hap": 0.05453370139002801, "neu": 0.015132289379835, "sad": 0.0006275312043720001 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-05-01-02-02-24_emotion.wav	/workspace/outputs/03-01-05-01-02-02-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-05-01-02-01-24.wav	ang	0.862114	{ "ang": 0.8621136546134941, "hap": 0.010523849166929, "neu": 0.12727102637290902, "sad": 0.00009150993719231339 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-05-01-02-01-24_emotion.wav	/workspace/outputs/03-01-05-01-02-01-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-05-01-01-02-24.wav	ang	0.995661	{ "ang": 0.9956609606742851, "hap": 0.001080374699085, "neu": 0.003217241726815, "sad": 0.000041358805901836604 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-05-01-01-02-24_emotion.wav	/workspace/outputs/03-01-05-01-01-02-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-05-01-01-01-24.wav	ang	0.982444	{ "ang": 0.9824443459510801, "hap": 0.003408990334719, "neu": 0.014117250218987002, "sad": 0.000029442788218148056 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-05-01-01-01-24_emotion.wav	/workspace/outputs/03-01-05-01-01-01-24_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_23/03-01-05-02-02-02-23.wav	ang	0.962468	{ "ang": 0.962468206882476, "hap": 0.00040070762042800003, "neu": 0.037129759788513, "sad": 0.000001280044898521737 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-05-02-02-02-23_emotion.wav	/workspace/outputs/03-01-05-02-02-02-23_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_23/03-01-05-02-02-01-23.wav	ang	0.937419	{ "ang": 0.9374192953109741, "hap": 0.002980234334245, "neu": 0.059598308056592005, "sad": 0.000002081735601677792 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-05-02-02-01-23_emotion.wav	/workspace/outputs/03-01-05-02-02-01-23_flat.wav	angry	ang	true
/workspace/data/ravdess/Actor_24/03-01-04-02-02-02-24.wav	hap	0.493606	{ "ang": 0.085803277790546, "hap": 0.493606060743331, "neu": 0.39092344045639005, "sad": 0.029667317867279 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-04-02-02-02-24_emotion.wav	/workspace/outputs/03-01-04-02-02-02-24_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_24/03-01-04-02-02-01-24.wav	sad	0.544738	{ "ang": 0.070482268929481, "hap": 0.378511637449264, "neu": 0.006268498022109, "sad": 0.544737637042999 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-04-02-02-01-24_emotion.wav	/workspace/outputs/03-01-04-02-02-01-24_flat.wav	sad	sad	true
/workspace/data/ravdess/Actor_24/03-01-04-02-01-02-24.wav	ang	0.811885	{ "ang": 0.8118853569030761, "hap": 0.145738780498504, "neu": 0.028840821236371002, "sad": 0.013535002246499001 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-04-02-01-02-24_emotion.wav	/workspace/outputs/03-01-04-02-01-02-24_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_24/03-01-04-02-01-01-24.wav	hap	0.69928	{ "ang": 0.28358384966850203, "hap": 0.6992802023887631, "neu": 0.006457629613578, "sad": 0.010678354650735002 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-04-02-01-01-24_emotion.wav	/workspace/outputs/03-01-04-02-01-01-24_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_24/03-01-04-01-02-02-24.wav	neu	0.937891	{ "ang": 0.02214984036982, "hap": 0.039031144231557006, "neu": 0.937890589237213, "sad": 0.0009284451953130001 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-04-01-02-02-24_emotion.wav	/workspace/outputs/03-01-04-01-02-02-24_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_24/03-01-04-01-02-01-24.wav	neu	0.795851	{ "ang": 0.035862348973751006, "hap": 0.168123796582221, "neu": 0.795850813388824, "sad": 0.00016310124192300002 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-04-01-02-01-24_emotion.wav	/workspace/outputs/03-01-04-01-02-01-24_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_24/03-01-04-01-01-02-24.wav	neu	0.797455	{ "ang": 0.081118494272232, "hap": 0.10945925861597001, "neu": 0.797454595565795, "sad": 0.011967728845775 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-04-01-01-02-24_emotion.wav	/workspace/outputs/03-01-04-01-01-02-24_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_24/03-01-04-01-01-01-24.wav	neu	0.959489	{ "ang": 0.013986622914671001, "hap": 0.024547094479203002, "neu": 0.959488689899444, "sad": 0.0019776634871950002 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-04-01-01-01-24_emotion.wav	/workspace/outputs/03-01-04-01-01-01-24_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_23/03-01-04-02-02-02-23.wav	hap	0.451189	{ "ang": 0.055138111114501, "hap": 0.45118895173072804, "neu": 0.37406101822853005, "sad": 0.11961187422275502 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-04-02-02-02-23_emotion.wav	/workspace/outputs/03-01-04-02-02-02-23_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_23/03-01-04-02-02-01-23.wav	hap	0.426719	{ "ang": 0.16948170959949402, "hap": 0.42671918869018505, "neu": 0.40283536911010703, "sad": 0.0009637008188290001 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-04-02-02-01-23_emotion.wav	/workspace/outputs/03-01-04-02-02-01-23_flat.wav	sad	sad	false
/workspace/data/ravdess/Actor_24/03-01-03-02-02-02-24.wav	ang	0.994347	{ "ang": 0.9943472743034361, "hap": 0.004673610441386001, "neu": 0.0008969571790650001, "sad": 0.00008213928958866745 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-03-02-02-02-24_emotion.wav	/workspace/outputs/03-01-03-02-02-02-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-03-02-02-01-24.wav	ang	0.976753	{ "ang": 0.976752817630767, "hap": 0.020238349214196, "neu": 0.0028421708848320004, "sad": 0.00016675602819300002 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-03-02-02-01-24_emotion.wav	/workspace/outputs/03-01-03-02-02-01-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-03-02-01-02-24.wav	ang	0.809269	{ "ang": 0.8092690706253051, "hap": 0.142496794462203, "neu": 0.047514770179986, "sad": 0.000719319737982 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-03-02-01-02-24_emotion.wav	/workspace/outputs/03-01-03-02-01-02-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-03-02-01-01-24.wav	ang	0.918951	{ "ang": 0.9189513921737671, "hap": 0.07482049614191001, "neu": 0.003662796458229, "sad": 0.002565265633165 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-03-02-01-01-24_emotion.wav	/workspace/outputs/03-01-03-02-01-01-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-03-01-02-02-24.wav	ang	0.453336	{ "ang": 0.45333579182624806, "hap": 0.300869405269622, "neu": 0.24363492429256403, "sad": 0.002159900497645 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-03-01-02-02-24_emotion.wav	/workspace/outputs/03-01-03-01-02-02-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-03-01-02-01-24.wav	neu	0.633874	{ "ang": 0.299941927194595, "hap": 0.065817929804325, "neu": 0.633874416351318, "sad": 0.00036576297134100004 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-03-01-02-01-24_emotion.wav	/workspace/outputs/03-01-03-01-02-01-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-03-01-01-02-24.wav	ang	0.473867	{ "ang": 0.473866701126098, "hap": 0.34410279989242504, "neu": 0.181369230151176, "sad": 0.000661352241877 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-03-01-01-02-24_emotion.wav	/workspace/outputs/03-01-03-01-01-02-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-03-01-01-01-24.wav	ang	0.74983	{ "ang": 0.74983012676239, "hap": 0.16020563244819602, "neu": 0.08884717524051601, "sad": 0.0011171156074850001 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-03-01-01-01-24_emotion.wav	/workspace/outputs/03-01-03-01-01-01-24_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_23/03-01-03-02-02-02-23.wav	neu	0.939572	{ "ang": 0.055292975157499, "hap": 0.0051346234977240005, "neu": 0.939571917057037, "sad": 4.655322527469252e-7 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-03-02-02-02-23_emotion.wav	/workspace/outputs/03-01-03-02-02-02-23_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_23/03-01-03-02-02-01-23.wav	neu	0.9057	{ "ang": 0.09250302612781501, "hap": 0.0017964257858690002, "neu": 0.9057003855705261, "sad": 1.906006588114905e-7 }	Dogs are sitting by the door!	कुत्ते दरवाजे के पास बैठे हैं!	/workspace/outputs/03-01-03-02-02-01-23_emotion.wav	/workspace/outputs/03-01-03-02-02-01-23_flat.wav	happy	hap	false
/workspace/data/ravdess/Actor_24/03-01-02-02-02-02-24.wav	sad	0.35352	{ "ang": 0.3413667678833, "hap": 0.18078663945198, "neu": 0.12432625889778101, "sad": 0.35352033376693703 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-02-02-02-02-24_emotion.wav	/workspace/outputs/03-01-02-02-02-02-24_flat.wav	calm	neu	false
/workspace/data/ravdess/Actor_24/03-01-02-02-02-01-24.wav	ang	0.421458	{ "ang": 0.42145785689353904, "hap": 0.13397797942161502, "neu": 0.39797171950340204, "sad": 0.046592395752668006 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-02-02-02-01-24_emotion.wav	/workspace/outputs/03-01-02-02-02-01-24_flat.wav	calm	neu	false
/workspace/data/ravdess/Actor_24/03-01-02-02-01-02-24.wav	neu	0.604571	{ "ang": 0.208893328905105, "hap": 0.161477267742156, "neu": 0.6045706868171691, "sad": 0.025058768689632003 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-02-02-01-02-24_emotion.wav	/workspace/outputs/03-01-02-02-01-02-24_flat.wav	calm	neu	true
/workspace/data/ravdess/Actor_24/03-01-02-02-01-01-24.wav	ang	0.508911	{ "ang": 0.508911252021789, "hap": 0.32614436745643605, "neu": 0.15233339369297, "sad": 0.012611022219061001 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-02-02-01-01-24_emotion.wav	/workspace/outputs/03-01-02-02-01-01-24_flat.wav	calm	neu	false
/workspace/data/ravdess/Actor_24/03-01-02-01-02-02-24.wav	ang	0.788049	{ "ang": 0.788048803806304, "hap": 0.081498555839061, "neu": 0.11328990757465301, "sad": 0.017162749543786 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-02-01-02-02-24_emotion.wav	/workspace/outputs/03-01-02-01-02-02-24_flat.wav	calm	neu	false
/workspace/data/ravdess/Actor_24/03-01-02-01-02-01-24.wav	ang	0.458519	{ "ang": 0.45851856470108004, "hap": 0.09670829027891101, "neu": 0.099906429648399, "sad": 0.34486681222915605 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-02-01-02-01-24_emotion.wav	/workspace/outputs/03-01-02-01-02-01-24_flat.wav	calm	neu	false
/workspace/data/ravdess/Actor_24/03-01-02-01-01-02-24.wav	neu	0.755867	{ "ang": 0.15714557468891102, "hap": 0.085637733340263, "neu": 0.755867481231689, "sad": 0.001349244266748 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-02-01-01-02-24_emotion.wav	/workspace/outputs/03-01-02-01-01-02-24_flat.wav	calm	neu	true
/workspace/data/ravdess/Actor_24/03-01-02-01-01-01-24.wav	neu	0.77485	{ "ang": 0.199338570237159, "hap": 0.023713311180472003, "neu": 0.7748498916625971, "sad": 0.0020981756970280003 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-02-01-01-01-24_emotion.wav	/workspace/outputs/03-01-02-01-01-01-24_flat.wav	calm	neu	true
/workspace/data/ravdess/Actor_23/03-01-02-02-02-02-23.wav	neu	0.523131	{ "ang": 0.047014947980642006, "hap": 0.42648458480834905, "neu": 0.5231307148933411, "sad": 0.0033697336912150004 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-02-02-02-02-23_emotion.wav	/workspace/outputs/03-01-02-02-02-02-23_flat.wav	calm	neu	true
/workspace/data/ravdess/Actor_23/03-01-02-02-02-01-23.wav	neu	0.690199	{ "ang": 0.006718165241181, "hap": 0.30160558223724304, "neu": 0.690199077129364, "sad": 0.0014771735295650002 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-02-02-02-01-23_emotion.wav	/workspace/outputs/03-01-02-02-02-01-23_flat.wav	calm	neu	true
/workspace/data/ravdess/Actor_24/03-01-01-01-02-02-24.wav	neu	0.765355	{ "ang": 0.12790349125862102, "hap": 0.10214856266975401, "neu": 0.765354633331298, "sad": 0.004593343008309001 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-01-01-02-02-24_emotion.wav	/workspace/outputs/03-01-01-01-02-02-24_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_24/03-01-01-01-02-01-24.wav	neu	0.946796	{ "ang": 0.045524392277002, "hap": 0.007595412898808, "neu": 0.9467964768409721, "sad": 0.00008376215555472301 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-01-01-02-01-24_emotion.wav	/workspace/outputs/03-01-01-01-02-01-24_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_24/03-01-01-01-01-02-24.wav	neu	0.790017	{ "ang": 0.14587497711181602, "hap": 0.06395461410284001, "neu": 0.7900174856185911, "sad": 0.000152870459714 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-01-01-01-02-24_emotion.wav	/workspace/outputs/03-01-01-01-01-02-24_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_24/03-01-01-01-01-01-24.wav	neu	0.864256	{ "ang": 0.099534042179584, "hap": 0.035752691328525, "neu": 0.86425644159317, "sad": 0.000456838781246 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-01-01-01-01-24_emotion.wav	/workspace/outputs/03-01-01-01-01-01-24_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_23/03-01-01-01-02-02-23.wav	neu	0.947912	{ "ang": 0.035649124532938004, "hap": 0.016302665695548002, "neu": 0.9479120373725891, "sad": 0.00013619504170400001 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-01-01-02-02-23_emotion.wav	/workspace/outputs/03-01-01-01-02-02-23_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_23/03-01-01-01-02-01-23.wav	neu	0.996363	{ "ang": 0.0021107455249870003, "hap": 0.001514169271104, "neu": 0.9963632225990291, "sad": 0.000011833701137220482 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-01-01-02-01-23_emotion.wav	/workspace/outputs/03-01-01-01-02-01-23_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_23/03-01-01-01-01-02-23.wav	neu	0.967257	{ "ang": 0.012645942158997002, "hap": 0.019611349329352, "neu": 0.967256784439086, "sad": 0.00048589502694000006 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-01-01-01-02-23_emotion.wav	/workspace/outputs/03-01-01-01-01-02-23_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_23/03-01-01-01-01-01-23.wav	neu	0.967604	{ "ang": 0.011729438789188001, "hap": 0.020394254475831, "neu": 0.9676039814949031, "sad": 0.000272253586445 }	Kids are talking by the door.	बच्चे दरवाजे के पास बात कर रहे हैं।	/workspace/outputs/03-01-01-01-01-01-23_emotion.wav	/workspace/outputs/03-01-01-01-01-01-23_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_22/03-01-01-01-02-02-22.wav	neu	0.825187	{ "ang": 0.082838460803031, "hap": 0.089967757463455, "neu": 0.825186550617218, "sad": 0.0020071757026010003 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-01-01-02-02-22_emotion.wav	/workspace/outputs/03-01-01-01-02-02-22_flat.wav	neutral	neu	true
/workspace/data/ravdess/Actor_22/03-01-01-01-02-01-22.wav	neu	0.602187	{ "ang": 0.212652444839477, "hap": 0.18242180347442602, "neu": 0.6021873354911801, "sad": 0.0027383740525690004 }	Dogs are sitting by the door.	कुत्ते दरवाजे के पास बैठे हैं।	/workspace/outputs/03-01-01-01-02-01-22_emotion.wav	/workspace/outputs/03-01-01-01-02-01-22_flat.wav	neutral	neu	true

Emotion-Preserving Speech-to-Speech Translation Benchmark

Overview

First benchmark for evaluating emotion preservation in speech-to-speech translation systems. Pipeline: English speech → Emotion Detection → Translation (EN→HI) → Emotion-conditioned TTS.

Key Results (1440 samples, RAVDESS dataset)

Metric	Score
Emotion Detection Accuracy	36.3% (4-class on 8-class data)
Emotion Preservation Rate	43.5%
Preservation Gain over Flat TTS	+7.2%
F0 Correlation (emotion TTS)	0.227
Energy Correlation	0.257
Speaking Rate Ratio	1.13 (target: 0.7-1.3)
Per-class best: Angry	95.3%
Per-class best: Disgust	71.4%

Novelty Contributions

Cross-Lingual Emotion Preservation Verification — classifier on both source & output
Dual-Constraint Prosodic Analysis — F0, energy, rate correlation metrics
Multi-Dimensional Evaluation — categorical + intensity + prosodic metrics
Emotion Preservation Benchmark Protocol — standardized evaluation framework

Pipeline

ASR: Whisper large-v3
Translation: NLLB-200-distilled-600M (EN→HI)
Emotion Classifier: wav2vec2-base-superb-er (4 classes: neutral, happy, angry, sad)
TTS: edge-tts with emotion-conditioned prosody (rate, pitch adjustments)

Repository Structure

results/
  full_benchmark.json      # 1440 sample results with all metrics
  eval_results.json        # 80-sample initial evaluation
  benchmark_visualizations.png  # 6-panel visualization
samples/
  *_emotion.wav           # Emotion-preserved TTS output
  *_flat.wav              # Flat/neutral TTS output (baseline)

Dataset

Source: RAVDESS (24 actors, 8 emotions, 2 intensities)

Citation

@misc{emotion-s2st-benchmark-2026,
  title={Emotion-Preserving Speech-to-Speech Translation Benchmark},
  year={2026},
  publisher={HuggingFace}
}

Downloads last month: 15

Size of downloaded dataset files:

64.3 kB

Size of the auto-converted Parquet files:

12.8 kB

Number of rows: