From 39d586ca78a7ed1af9f3ed5acb3646d76019d32b Mon Sep 17 00:00:00 2001
From: Jordi Mas <jmas@softcatala.org>
Date: Fri, 30 Oct 2026 08:11:30 +0100
Subject: [PATCH 1/2] Add duhow Whisper large v3 turbo cat evaluation results

---
 .../duhow_whisper_large_v3_turbo_cat.json     | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 asr/evals/duhow_whisper_large_v3_turbo_cat.json

diff --git a/asr/evals/duhow_whisper_large_v3_turbo_cat.json b/asr/evals/duhow_whisper_large_v3_turbo_cat.json
new file mode 100644
index 0000000..d0abe9b
--- /dev/null
+++ b/asr/evals/duhow_whisper_large_v3_turbo_cat.json
@@ -0,0 +1,19 @@
+{
+  "model": "duhow/whisper-large-v3-turbo-cat",
+  "params_b": null,
+  "memory_gb": null,
+  "hardware": "AMD RYZEN AI MAX+ PRO 395 w/ Radeon 8060S",
+  "evaluated_at": "2026-10-29T22:14:07+00:00",
+  "benchmarks": {
+    "fleurs_ca": {
+      "wer": 0.0983,
+      "cer": 0.0715,
+      "n": 400
+    },
+    "openslr69_ca": {
+      "wer": 0.048,
+      "cer": 0.017,
+      "n": 400
+    }
+  }
+}
\ No newline at end of file

From eca55da9f07337499a1f97c9a3a26124d41b3f40 Mon Sep 17 00:00:00 2001
From: Jordi Mas <jmas@softcatala.org>
Date: Fri, 30 Oct 2026 08:13:03 +0100
Subject: [PATCH 2/2] Include DuHow Whisper turbo cat in future ASR evaluations

---
 asr/hf-eval.py   | 3 ++-
 asr/run_evals.py | 5 +++++
 docs/asr.md      | 1 +
 3 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/asr/hf-eval.py b/asr/hf-eval.py
index 9f7e6b4..b4d47d6 100644
--- a/asr/hf-eval.py
+++ b/asr/hf-eval.py
@@ -80,6 +80,7 @@ class EvalResult:
     "whisper-large-v3",
     "whisper-large-v3-turbo",
     "projecte-aina/whisper-large-v3-ca-3catparla",
+    "duhow/whisper-large-v3-turbo-cat",
 ]
 
 GEMMA_MODELS = [
@@ -113,7 +114,7 @@ class WhisperWrapper:
     def __init__(self, model_name: str, device: str):
         from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline
 
-        if "aina" not in model_name:
+        if "/" not in model_name:
             model_id = f"openai/{model_name}"
         else:
             model_id = model_name
diff --git a/asr/run_evals.py b/asr/run_evals.py
index 04f0aac..d265422 100644
--- a/asr/run_evals.py
+++ b/asr/run_evals.py
@@ -56,6 +56,11 @@
         "args": ["projecte-aina/whisper-large-v3-ca-3catparla"],
         "output": "evals/whisper_large_v3_ca.json",
     },
+    {
+        "label": "duhow/whisper-large-v3-turbo-cat",
+        "args": ["duhow/whisper-large-v3-turbo-cat"],
+        "output": "evals/duhow_whisper_large_v3_turbo_cat.json",
+    },
     {
         "label": "omniASR_CTC_300M",
         "args": ["omniASR_CTC_300M"],
diff --git a/docs/asr.md b/docs/asr.md
index 2c80edf..d0b96b1 100644
--- a/docs/asr.md
+++ b/docs/asr.md
@@ -36,6 +36,7 @@ uv run python hf-eval.py --list-models
 ```bash
 uv run python hf-eval.py whisper-large-v3 --device cuda --output evals/whisper_large_v3.json
 uv run python hf-eval.py whisper-small --output evals/whisper_small.json
+uv run python hf-eval.py duhow/whisper-large-v3-turbo-cat --device cuda --output evals/duhow_whisper_large_v3_turbo_cat.json
 ```
 
 **Avaluar un model d'API:**