diff --git a/src/translation/translation.cpp b/src/translation/translation.cpp
index 205a09d..e11f072 100644
--- a/src/translation/translation.cpp
+++ b/src/translation/translation.cpp
@@ -31,7 +31,9 @@ int build_translation_context(struct translation_context &translation_ctx)
 	obs_log(LOG_INFO, "Building translation context from '%s'...", local_model_path.c_str());
 	// find the SPM file in the model folder
 	std::string local_spm_path = find_file_in_folder_by_regex_expression(
-		local_model_path, "(sentencepiece|spm|spiece).*?\\.model");
+		local_model_path, "(sentencepiece|spm|spiece|source).*?\\.(model|spm)");
+	std::string target_spm_path =
+		find_file_in_folder_by_regex_expression(local_model_path, "target.*?\\.spm");
 
 	try {
 		obs_log(LOG_INFO, "Loading SPM from %s", local_spm_path.c_str());
@@ -42,6 +44,22 @@ int build_translation_context(struct translation_context &translation_ctx)
 			return OBS_POLYGLOT_TRANSLATION_INIT_FAIL;
 		}
 
+		if (!target_spm_path.empty()) {
+			obs_log(LOG_INFO, "Loading target SPM from %s", target_spm_path.c_str());
+			translation_ctx.target_processor.reset(
+				new sentencepiece::SentencePieceProcessor());
+			const auto target_status =
+				translation_ctx.target_processor->Load(target_spm_path);
+			if (!target_status.ok()) {
+				obs_log(LOG_ERROR, "Failed to load target SPM: %s",
+					target_status.ToString().c_str());
+				return OBS_POLYGLOT_TRANSLATION_INIT_FAIL;
+			}
+		} else {
+			obs_log(LOG_INFO, "Target SPM not found, using source SPM for target");
+			translation_ctx.target_processor.release();
+		}
+
 		translation_ctx.tokenizer = [&translation_ctx](const std::string &text) {
 			std::vector<std::string> tokens;
 			translation_ctx.processor->Encode(text, &tokens);
@@ -50,7 +68,11 @@ int build_translation_context(struct translation_context &translation_ctx)
 		translation_ctx.detokenizer =
 			[&translation_ctx](const std::vector<std::string> &tokens) {
 				std::string text;
-				translation_ctx.processor->Decode(tokens, &text);
+				if (translation_ctx.target_processor) {
+					translation_ctx.target_processor->Decode(tokens, &text);
+				} else {
+					translation_ctx.processor->Decode(tokens, &text);
+				}
 				return std::regex_replace(text, std::regex("<unk>"), "UNK");
 			};
 
diff --git a/src/translation/translation.h b/src/translation/translation.h
index 1b601fc..0d45080 100644
--- a/src/translation/translation.h
+++ b/src/translation/translation.h
@@ -20,6 +20,7 @@ class SentencePieceProcessor;
 struct translation_context {
 	std::string local_model_folder_path;
 	std::unique_ptr<sentencepiece::SentencePieceProcessor> processor;
+	std::unique_ptr<sentencepiece::SentencePieceProcessor> target_processor;
 	std::unique_ptr<ctranslate2::Translator> translator;
 	std::unique_ptr<ctranslate2::TranslationOptions> options;
 	std::function<std::vector<std::string>(const std::string &)> tokenizer;